DataFrame
NO COMPARISON TARGET
5773
ROWS
0
DUPLICATES
6.1 MB
RAM
77
FEATURES
8
CATEGORICAL
61
NUMERICAL
8
TEXT
2.1.3
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
Unnamed: 0
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
5,773
(100%)
ZEROES:
1
(<1%)
MAX
5,772
95%
5,483
Q3
4,329
MEDIAN
2,886
AVG
2,886
Q1
1,443
5%
289
MIN
0
RANGE
5,772
IQR
2,886
STD
1,667
VAR
2.8M
KURT.
-1.20
SKEW
0.00
SUM
16.7M
2
Player
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
5,714
(99%)
3
<1%
-
-
S Singh
3
<1%
-
-
Yasir Ali
3
<1%
-
-
Rashid Khan
2
<1%
-
-
JW Wilson
2
<1%
-
-
RA Young
2
<1%
-
-
CB Lambert
2
<1%
-
-
Sandeep Goud
5,756
>99%
-
-
(Other)
3
Country/Teams
VALUES:
5,747
(>99%)
MISSING:
26
(<1%)
DISTINCT:
107
(2%)
742
13%
-
-
ENG
520
9%
-
-
AUS
404
7%
-
-
SA
382
7%
-
-
WI
380
7%
-
-
INDIA
336
6%
-
-
NZ
322
6%
-
-
PAK
2,661
46%
-
-
(Other)
4
TESTbatting_Span
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,179
(20%)
2,698
47%
-
-
0
26
<1%
-
-
2021-2021
23
<1%
-
-
2021-2022
19
<1%
-
-
2019-2019
18
<1%
-
-
2018-2022
17
<1%
-
-
1889-1889
17
<1%
-
-
2018-2018
2,955
51%
-
-
(Other)
5
TESTbatting_Matches
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
135
(2%)
ZEROES:
2,698
(47%)
MAX
200
95%
51
Q3
8
AVG
9
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
200
IQR
8.00
STD
20.4
VAR
415
KURT.
15.9
SKEW
3.60
SUM
54,128
6
TESTbatting_Innings
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
201
(3%)
ZEROES:
2,722
(47%)
MAX
329
95%
83
Q3
13
AVG
15
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
329
IQR
13.0
STD
33.2
VAR
1,101
KURT.
16.6
SKEW
3.67
SUM
87,363
7
TESTbatting_Not-Outs
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
49
(<1%)
ZEROES:
3,691
(64%)
MAX
103
95%
11
Q3
1
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
103
IQR
1.00
STD
4.99
VAR
24.9
KURT.
55.9
SKEW
5.66
SUM
11,296
8
TESTbatting_RunsMade
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,205
(21%)
ZEROES:
2,778
(48%)
MAX
15,921
95%
2,243
Q3
187
AVG
398
MEDIAN
4
Q1
0
5%
0
MIN
0
RANGE
15,921
IQR
187
STD
1,200
VAR
1.4M
KURT.
37.6
SKEW
5.44
SUM
2.3M
9
TESTbattingHighest-Score
VALUES:
5,089
(88%)
MISSING:
684
(12%)
DISTINCT:
274
(5%)
ZEROES:
2,759
(48%)
MAX
380
95%
162
Q3
45
AVG
33
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
380
IQR
45.0
STD
56.7
VAR
3,210
KURT.
5.43
SKEW
2.25
SUM
167k
10
TESTbatting_Average
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,621
(28%)
ZEROES:
2,836
(49%)
MAX
144
95%
40
Q3
19
AVG
11
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
144
IQR
18.7
STD
14.5
VAR
209
KURT.
3.19
SKEW
1.56
SUM
61,138
11
TESTbatting_Hundereds
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
39
(<1%)
ZEROES:
4,973
(86%)
MAX
51.0
95%
4.0
Q3
0.0
AVG
0.7
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
51.0
IQR
0.00
STD
3.18
VAR
10.1
KURT.
60.9
SKEW
6.95
SUM
4,314
12
TESTbatting_Fifties
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
58
(1%)
ZEROES:
4,371
(76%)
MAX
68.0
95%
11.0
Q3
0.0
AVG
1.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
68.0
IQR
0.00
STD
5.87
VAR
34.4
KURT.
34.3
SKEW
5.26
SUM
10,538
13
TESTbatting_Ducks
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
35
(<1%)
ZEROES:
3,585
(62%)
MAX
43.0
95%
9.0
Q3
2.0
AVG
1.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
43.0
IQR
2.00
STD
3.50
VAR
12.3
KURT.
20.7
SKEW
3.75
SUM
9,467
14
Testbowling_Span
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,178
(20%)
2,698
47%
-
-
0
26
<1%
-
-
2021-2021
23
<1%
-
-
2021-2022
19
<1%
-
-
2019-2019
18
<1%
-
-
2018-2022
17
<1%
-
-
1889-1889
17
<1%
-
-
2018-2018
2,955
51%
-
-
(Other)
15
Testbowling_Matches
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
135
(2%)
ZEROES:
2,698
(47%)
MAX
200
95%
51
Q3
8
AVG
9
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
200
IQR
8.00
STD
20.4
VAR
415
KURT.
15.9
SKEW
3.60
SUM
54,126
16
Testbowling_Innings
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
158
(3%)
ZEROES:
3,506
(61%)
MAX
314
95%
49
Q3
4
AVG
8
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
314
IQR
4.00
STD
23.4
VAR
547
KURT.
36.4
SKEW
5.19
SUM
47,594
17
Testbowling_balls
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,319
(23%)
ZEROES:
3,506
(61%)
MAX
44,039
95%
4,873
Q3
273
AVG
878
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
44,039
IQR
273
STD
2,851
VAR
8.1M
KURT.
53.3
SKEW
6.21
SUM
5.1M
18
Testbowling_Runs_given
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,197
(21%)
ZEROES:
3,521
(61%)
MAX
18,355
95%
2,242
Q3
141
AVG
404
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
18,355
IQR
141
STD
1,291
VAR
1.7M
KURT.
50.9
SKEW
6.11
SUM
2.3M
19
Testbowling_wickets
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
225
(4%)
ZEROES:
3,940
(68%)
MAX
800
95%
70
Q3
3
AVG
13
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
800
IQR
3.00
STD
45.8
VAR
2,094
KURT.
68.8
SKEW
7.08
SUM
73,491
20
Testbowling_bestbowlingInnings
VALUES:
3,940
(68%)
MISSING:
1,833
(32%)
DISTINCT:
1
(<1%)
21
Testbowling_bestbowlingMatch
VALUES:
3,940
(68%)
MISSING:
1,833
(32%)
DISTINCT:
1
(<1%)
22
Testbowling_AVERAGE
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,280
(22%)
ZEROES:
3,943
(68%)
MAX
303
95%
64
Q3
27
AVG
14
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
303
IQR
26.7
STD
27.9
VAR
778
KURT.
16.2
SKEW
3.21
SUM
83,394
23
Testbowling_Economy
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
386
(7%)
ZEROES:
3,521
(61%)
MAX
12.0
95%
4.0
Q3
2.7
AVG
1.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
2.68
STD
1.66
VAR
2.76
KURT.
1.51
SKEW
1.19
SUM
6,981
24
Testbowling_Strikerate
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
855
(15%)
ZEROES:
3,940
(68%)
MAX
586
95%
128
Q3
57
AVG
29
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
586
IQR
56.6
STD
55.2
VAR
3,042
KURT.
15.7
SKEW
3.08
SUM
169k
25
Testbowling_5_wickets
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
36
(<1%)
ZEROES:
5,046
(87%)
MAX
67.0
95%
3.0
Q3
0.0
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
67.0
IQR
0.00
STD
2.51
VAR
6.30
KURT.
145
SKEW
9.65
SUM
3,135
26
Testbowling_10_wickets
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
5,545
(96%)
MAX
22.0
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
22.0
IQR
0.00
STD
0.569
VAR
0.324
KURT.
456
SKEW
16.5
SUM
457
27
ODIbatting_Span
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
617
(11%)
3,036
53%
-
-
0
49
<1%
-
-
2021-2021
44
<1%
-
-
2019-2022
36
<1%
-
-
2021-2022
36
<1%
-
-
2008-2008
36
<1%
-
-
2003-2003
35
<1%
-
-
2022-2022
2,501
43%
-
-
(Other)
28
ODIbatting_Matches
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
245
(4%)
ZEROES:
3,036
(53%)
MAX
463
95%
92
Q3
11
AVG
17
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
463
IQR
11.0
STD
43.2
VAR
1,870
KURT.
24.3
SKEW
4.42
SUM
96,698
29
ODIbatting_Innings
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
217
(4%)
ZEROES:
3,127
(54%)
MAX
452
95%
72
Q3
8
AVG
13
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
452
IQR
8.00
STD
37.1
VAR
1,379
KURT.
32.2
SKEW
5.04
SUM
76,710
30
ODIbatting_Notouts
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
59
(1%)
ZEROES:
3,915
(68%)
MAX
84.0
95%
14.0
Q3
1.0
AVG
2.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
84.0
IQR
1.00
STD
6.78
VAR
45.9
KURT.
28.1
SKEW
4.69
SUM
14,208
31
ODIbatting_RunsMade
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
970
(17%)
ZEROES:
3,198
(55%)
MAX
18,426
95%
1,542
Q3
81
AVG
304
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
18,426
IQR
81.0
STD
1,128
VAR
1.3M
KURT.
55.4
SKEW
6.60
SUM
1.8M
32
ODIbatting_Highest-Score
VALUES:
4,930
(85%)
MISSING:
843
(15%)
DISTINCT:
175
(3%)
ZEROES:
3,173
(55%)
MAX
264
95%
101
Q3
18
AVG
18
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
264
IQR
18.0
STD
34.4
VAR
1,185
KURT.
5.56
SKEW
2.36
SUM
86,404
33
ODIbatting_Average
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,241
(21%)
ZEROES:
3,309
(57%)
MAX
97.0
95%
34.1
Q3
14.0
AVG
8.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
97.0
IQR
14.0
STD
12.4
VAR
155
KURT.
3.21
SKEW
1.73
SUM
46,464
34
ODIbatting_Balls-Faced
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,086
(19%)
ZEROES:
3,138
(54%)
MAX
21,368
95%
2,093
Q3
135
AVG
406
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
21,368
IQR
135
STD
1,442
VAR
2.1M
KURT.
49.5
SKEW
6.29
SUM
2.3M
35
ODIbatting_Strikerate
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,814
(31%)
ZEROES:
3,198
(55%)
MAX
329
95%
92
Q3
62
AVG
29
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
329
IQR
62.3
STD
36.7
VAR
1,346
KURT.
0.776
SKEW
0.952
SUM
169k
36
ODIbatting_Hundereds
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
5,350
(93%)
MAX
49.0
95%
1.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
49.0
IQR
0.00
STD
2.01
VAR
4.03
KURT.
161
SKEW
10.9
SUM
1,905
37
ODIbatting_Fifties
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
70
(1%)
ZEROES:
4,765
(83%)
MAX
96.0
95%
9.0
Q3
0.0
AVG
1.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
96.0
IQR
0.00
STD
6.81
VAR
46.3
KURT.
57.8
SKEW
6.86
SUM
9,265
38
ODIbatting_Ducks
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
29
(<1%)
ZEROES:
4,125
(71%)
MAX
34.0
95%
6.0
Q3
1.0
AVG
1.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
34.0
IQR
1.00
STD
2.83
VAR
8.03
KURT.
24.0
SKEW
4.27
SUM
6,391
39
ODIbowling_Span
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
617
(11%)
3,036
53%
-
-
0
49
<1%
-
-
2021-2021
44
<1%
-
-
2019-2022
36
<1%
-
-
2021-2022
36
<1%
-
-
2003-2003
36
<1%
-
-
2008-2008
35
<1%
-
-
2022-2022
2,501
43%
-
-
(Other)
40
ODIbowling_Matches
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
245
(4%)
ZEROES:
3,036
(53%)
MAX
463
95%
92
Q3
11
AVG
17
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
463
IQR
11.0
STD
43.2
VAR
1,870
KURT.
24.3
SKEW
4.42
SUM
96,645
41
ODIbowling_Innings
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
183
(3%)
ZEROES:
3,773
(65%)
MAX
372
95%
55
Q3
3
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
372
IQR
3.00
STD
28.5
VAR
810
KURT.
41.6
SKEW
5.62
SUM
52,203
42
ODIbowling_balls
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,034
(18%)
ZEROES:
3,773
(65%)
MAX
18,811
95%
2,423
Q3
108
AVG
402
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
18,811
IQR
108
STD
1,333
VAR
1.8M
KURT.
48.8
SKEW
6.03
SUM
2.3M
43
ODIbowling_Runs_given
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,073
(19%)
ZEROES:
3,777
(65%)
MAX
13,632
95%
1,960
Q3
94
AVG
316
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
13,632
IQR
94.0
STD
1,012
VAR
1.0M
KURT.
40.7
SKEW
5.59
SUM
1.8M
44
ODIbowling_wickets
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
196
(3%)
ZEROES:
4,084
(71%)
MAX
534
95%
59
Q3
2
AVG
10
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
534
IQR
2.00
STD
33.9
VAR
1,152
KURT.
55.8
SKEW
6.43
SUM
56,367
45
ODIbowling_bestbowling
VALUES:
4,084
(71%)
MISSING:
1,689
(29%)
DISTINCT:
1
(<1%)
46
ODIbowling_Average
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,128
(20%)
ZEROES:
4,084
(71%)
MAX
251
95%
52
Q3
24
AVG
12
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
251
IQR
24.4
STD
22.5
VAR
508
KURT.
13.0
SKEW
2.85
SUM
68,410
47
ODIbowling_Economy
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
460
(8%)
ZEROES:
3,777
(65%)
MAX
26.0
95%
6.3
Q3
4.5
AVG
1.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
26.0
IQR
4.48
STD
2.73
VAR
7.45
KURT.
4.76
SKEW
1.57
SUM
10,525
48
ODIbowling_Strikerate
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
521
(9%)
ZEROES:
4,084
(71%)
MAX
234
95%
61
Q3
30
AVG
14
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
234
IQR
30.0
STD
25.9
VAR
672
KURT.
7.99
SKEW
2.35
SUM
81,920
49
ODIbowling_4_wickets
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
16
(<1%)
ZEROES:
5,195
(90%)
MAX
17.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
17.0
IQR
0.00
STD
1.05
VAR
1.10
KURT.
63.8
SKEW
6.98
SUM
1,418
50
ODIbowling_5_wickets
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
5,461
(95%)
MAX
13.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.522
VAR
0.273
KURT.
163
SKEW
10.5
SUM
535
51
T20batting_Span
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
163
(3%)
3,060
53%
-
-
0
436
8%
-
-
2021-2021
409
7%
-
-
2019-2019
315
5%
-
-
2019-2021
98
2%
-
-
2019-2022
70
1%
-
-
2022-2022
62
1%
-
-
2020-2020
1,323
23%
-
-
(Other)
52
T20batting_Matches
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
99
(2%)
ZEROES:
3,060
(53%)
MAX
125
95%
30
Q3
6
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
125
IQR
6.00
STD
12.6
VAR
160
KURT.
21.1
SKEW
4.04
SUM
33,401
53
T20batting_Innings
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
89
(2%)
ZEROES:
3,264
(57%)
MAX
117
95%
21
Q3
4
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
117
IQR
4.00
STD
10.4
VAR
108
KURT.
32.3
SKEW
4.97
SUM
24,300
54
T20batting_Notouts
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
27
(<1%)
ZEROES:
4,132
(72%)
MAX
42.0
95%
5.0
Q3
1.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
42.0
IQR
1.00
STD
2.36
VAR
5.56
KURT.
44.2
SKEW
5.23
SUM
5,257
55
T20batting_RunsMade
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
548
(9%)
ZEROES:
3,388
(59%)
MAX
3,313
95%
346
Q3
28
AVG
68
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,313
IQR
28.0
STD
231
VAR
53,590
KURT.
58.2
SKEW
6.70
SUM
393k
56
T20batting_HighestScore
VALUES:
4,843
(84%)
MISSING:
930
(16%)
DISTINCT:
109
(2%)
ZEROES:
3,336
(58%)
MAX
172
95%
55
Q3
8
AVG
9
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
172
IQR
8.00
STD
19.2
VAR
369
KURT.
7.63
SKEW
2.64
SUM
43,943
57
T20batting_Average
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
853
(15%)
ZEROES:
3,564
(62%)
MAX
98.0
95%
27.0
Q3
9.8
AVG
6.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
98.0
IQR
9.75
STD
10.3
VAR
106
KURT.
6.50
SKEW
2.22
SUM
34,371
58
T20batting_BallsFaced
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
504
(9%)
ZEROES:
3,295
(57%)
MAX
2,413
95%
287
Q3
32
AVG
58
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,413
IQR
32.0
STD
181
VAR
32,618
KURT.
50.1
SKEW
6.24
SUM
334k
59
T20batting_Strikerate
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
1,409
(24%)
ZEROES:
3,388
(59%)
MAX
600
95%
138
Q3
90
AVG
41
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
600
IQR
90.0
STD
55.3
VAR
3,053
KURT.
1.92
SKEW
1.16
SUM
236k
60
T20batting_Hundereds
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
61
T20batting_Fifties
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
21
(<1%)
ZEROES:
5,264
(91%)
MAX
30.0
95%
2.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
0.00
STD
1.40
VAR
1.95
KURT.
126
SKEW
9.44
SUM
1,608
62
T20batting_Ducks
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
4,550
(79%)
MAX
12.0
95%
2.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
0.00
STD
1.01
VAR
1.02
KURT.
22.0
SKEW
4.00
SUM
2,291
63
T20batting_Fours
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
149
(3%)
ZEROES:
3,915
(68%)
MAX
319
95%
31
Q3
2
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
319
IQR
2.00
STD
21.1
VAR
445
KURT.
67.4
SKEW
7.20
SUM
33,491
64
T20batting_Sixes
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
88
(2%)
ZEROES:
4,365
(76%)
MAX
165
95%
13
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
165
IQR
0.00
STD
9.14
VAR
83.6
KURT.
79.6
SKEW
7.66
SUM
13,720
65
T20bowling_Span
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
163
(3%)
3,060
53%
-
-
0
436
8%
-
-
2021-2021
409
7%
-
-
2019-2019
315
5%
-
-
2019-2021
98
2%
-
-
2019-2022
70
1%
-
-
2022-2022
62
1%
-
-
2020-2020
1,323
23%
-
-
(Other)
66
T20bowling_Matches
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
99
(2%)
ZEROES:
3,060
(53%)
MAX
125
95%
30
Q3
6
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
125
IQR
6.00
STD
12.6
VAR
160
KURT.
21.1
SKEW
4.04
SUM
33,401
67
T20bowling_Innings
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
76
(1%)
ZEROES:
3,919
(68%)
MAX
97.0
95%
17.0
Q3
2.0
AVG
3.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
97.0
IQR
2.00
STD
8.41
VAR
70.6
KURT.
29.1
SKEW
4.75
SUM
17,851
68
T20bowling_OVERS
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
180
(3%)
ZEROES:
3,933
(68%)
MAX
361
95%
54
Q3
5
AVG
10
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
361
IQR
5.00
STD
27.7
VAR
766
KURT.
35.7
SKEW
5.20
SUM
55,041
69
T20bowling_MAIDENS
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
70
T20bowling_RUNS_given
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
592
(10%)
ZEROES:
3,919
(68%)
MAX
2,729
95%
399
Q3
41
AVG
71
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,729
IQR
41.0
STD
205
VAR
41,948
KURT.
35.1
SKEW
5.16
SUM
410k
71
T20bowling_WICKETS
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
82
(1%)
ZEROES:
4,203
(73%)
MAX
119
95%
18
Q3
1
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
119
IQR
1.00
STD
9.10
VAR
82.8
KURT.
37.0
SKEW
5.31
SUM
17,397
72
T20bowlin_bestbowling
VALUES:
4,203
(73%)
MISSING:
1,570
(27%)
DISTINCT:
1
(<1%)
73
T20bowling_AVERAGE
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
845
(15%)
ZEROES:
4,203
(73%)
MAX
178
95%
38
Q3
12
AVG
8
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
178
IQR
11.8
STD
15.7
VAR
247
KURT.
13.8
SKEW
3.04
SUM
44,228
74
T20bowling_ECONOMY
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
566
(10%)
ZEROES:
3,919
(68%)
MAX
36.0
95%
9.8
Q3
6.4
AVG
2.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
36.0
IQR
6.40
STD
3.98
VAR
15.9
KURT.
1.56
SKEW
1.34
SUM
14,751
75
T20bowling_Strikerate
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
284
(5%)
ZEROES:
4,203
(73%)
MAX
136
95%
28
Q3
11
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
136
IQR
11.0
STD
11.6
VAR
135
KURT.
10.8
SKEW
2.64
SUM
34,518
76
T20bowling_4_WKTS
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
77
T20bowling_5_WKTS
VALUES:
5,773
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
Associations
[Only including dataset "DataFrame"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Unnamed: 0
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

TESTbatting_Average
-0.80
TESTbattingHighest-Score
-0.77
TESTbatting_Innings
-0.62
TESTbatting_Matches
-0.62
Testbowling_Matches
-0.62
Testbowling_Economy
-0.60
TESTbatting_Ducks
-0.57
TESTbatting_RunsMade
-0.50
TESTbatting_Fifties
-0.48
TESTbatting_Not-Outs
-0.48
Testbowling_Innings
-0.43
Testbowling_Strikerate
-0.43
ODIbatting_Matches
-0.41
ODIbowling_Matches
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.11
T20bowling_4_WKTS
0.06
T20bowling_5_WKTS
0.04
T20batting_Hundereds
0.04
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
1
<0.1%
3856
1
<0.1%
3854
1
<0.1%
3853
1
<0.1%
3852
1
<0.1%
3851
1
<0.1%
3850
1
<0.1%
3849
1
<0.1%
3848
1
<0.1%
3847
1
<0.1%
3846
1
<0.1%
3845
1
<0.1%
3844
1
<0.1%
3843
1
<0.1%
3842
1
<0.1%
SMALLEST VALUES

0
1
<0.1%
1
1
<0.1%
2
1
<0.1%
3
1
<0.1%
4
1
<0.1%
5
1
<0.1%
6
1
<0.1%
7
1
<0.1%
8
1
<0.1%
9
1
<0.1%
10
1
<0.1%
11
1
<0.1%
12
1
<0.1%
13
1
<0.1%
14
1
<0.1%
LARGEST VALUES

5772
1
<0.1%
5771
1
<0.1%
5770
1
<0.1%
5769
1
<0.1%
5768
1
<0.1%
5767
1
<0.1%
5766
1
<0.1%
5765
1
<0.1%
5764
1
<0.1%
5763
1
<0.1%
5762
1
<0.1%
5761
1
<0.1%
5760
1
<0.1%
5759
1
<0.1%
5758
1
<0.1%
Player
MISSING:
---
3
<1%
-
-
S Singh
3
<1%
-
-
Yasir Ali
3
<1%
-
-
Rashid Khan
2
<1%
-
-
JW Wilson
2
<1%
-
-
RA Young
2
<1%
-
-
CB Lambert
2
<1%
-
-
Sandeep Goud
2
<1%
-
-
Ali Raza
2
<1%
-
-
AJ Traicos
2
<1%
-
-
JM Patel
2
<1%
-
-
Junaid Khan
2
<1%
-
-
XM Marshall
2
<1%
-
-
Zulqarnain Haider
2
<1%
-
-
Junaid Siddique
2
<1%
-
-
EC Joyce
2
<1%
-
-
MJ Smith
2
<1%
-
-
Mohammad Shahzad
2
<1%
-
-
Mohsin Khan
2
<1%
-
-
GO Jones
2
<1%
-
-
SC Williams
2
<1%
-
-
Imran Khan
2
<1%
-
-
Izatullah Dawlatzai
2
<1%
-
-
FJ Cameron
2
<1%
-
-
AR Berenger
2
<1%
-
-
W Watson
2
<1%
-
-
GM Hamilton
2
<1%
-
-
Sultan Ahmed
2
<1%
-
-
JD Nel
2
<1%
-
-
L Ronchi
2
<1%
-
-
Ziaur Rahman
2
<1%
-
-
JW Dernbach
2
<1%
-
-
DR Smith
2
<1%
-
-
DP Nannes
2
<1%
-
-
MM Patel
2
<1%
-
-
Ashfaq Ahmed
2
<1%
-
-
JW Martin
2
<1%
-
-
A Khan
2
<1%
-
-
Shahid Mahmood
2
<1%
-
-
SP Jones
2
<1%
-
-
RJ Campbell
2
<1%
-
-
M Patel
2
<1%
-
-
GM Strydom
2
<1%
-
-
RB Patel
2
<1%
-
-
Imran Butt
2
<1%
-
-
DR Brown
2
<1%
-
-
Mohammad Aslam
2
<1%
-
-
R Sharma
2
<1%
-
-
Shoaib Khan
2
<1%
-
-
Abdul Shakoor
2
<1%
-
-
Manpreet Singh
2
<1%
-
-
Imran Haider
2
<1%
-
-
GJ Thompson
2
<1%
-
-
A Patel
2
<1%
-
-
EJG Morgan
2
<1%
-
-
AC Cummins
2
<1%
-
-
J Butler
1
<1%
-
-
MMA Jonkman
1
<1%
-
-
BM Mauricette
1
<1%
-
-
MR Johnson
1
<1%
-
-
IL Philip
5,654
98%
-
-
(Other)
Country/Teams
MISSING:
26
(<1%)
742
13%
-
-
ENG
520
9%
-
-
AUS
404
7%
-
-
SA
382
7%
-
-
WI
380
7%
-
-
INDIA
336
6%
-
-
NZ
322
6%
-
-
PAK
227
4%
-
-
SL
157
3%
-
-
BAN
156
3%
-
-
ZIM
106
2%
-
-
CAN
102
2%
-
-
UAE
86
1%
-
-
NED
74
1%
-
-
SCOT
65
1%
-
-
IRE
64
1%
-
-
AFG
61
1%
-
-
KENYA
53
<1%
-
-
BMUDA
53
<1%
-
-
HKG
45
<1%
-
-
NEPAL
43
<1%
-
-
USA
37
<1%
-
-
NAM
34
<1%
-
-
MLT
33
<1%
-
-
OMA
31
<1%
-
-
GER
29
<1%
-
-
Belg
28
<1%
-
-
PNG
28
<1%
-
-
NGA
28
<1%
-
-
BUL
28
<1%
-
-
BHR
28
<1%
-
-
KUW
26
<1%
-
-
MAL
26
<1%
-
-
NOR
26
<1%
-
-
DEN
26
<1%
-
-
Saudi
26
<1%
-
-
UGA
25
<1%
-
-
ROM
25
<1%
-
-
Aut
24
<1%
-
-
CZK-R
24
<1%
-
-
GUE
24
<1%
-
-
LUX
24
<1%
-
-
ESP
23
<1%
-
-
Mald
23
<1%
-
-
GIBR
23
<1%
-
-
PNM
22
<1%
-
-
Caym
22
<1%
-
-
PORT
22
<1%
-
-
Ghana
22
<1%
-
-
ITA
22
<1%
-
-
MWI
21
<1%
-
-
PHI
21
<1%
-
-
Blz
20
<1%
-
-
QAT
20
<1%
-
-
BOT
20
<1%
-
-
GRC
19
<1%
-
-
THAI
19
<1%
-
-
Bhm
19
<1%
-
-
SGP
19
<1%
-
-
Mex
19
<1%
-
-
Fin
413
7%
-
-
(Other)
TESTbatting_Span
MISSING:
---
2,698
47%
-
-
0
26
<1%
-
-
2021-2021
23
<1%
-
-
2021-2022
19
<1%
-
-
2019-2019
18
<1%
-
-
2018-2022
17
<1%
-
-
1889-1889
17
<1%
-
-
2018-2018
16
<1%
-
-
1899-1899
16
<1%
-
-
1935-1935
16
<1%
-
-
1896-1896
15
<1%
-
-
1921-1921
15
<1%
-
-
1930-1930
14
<1%
-
-
2003-2003
14
<1%
-
-
2019-2021
14
<1%
-
-
2018-2021
13
<1%
-
-
1933-1933
13
<1%
-
-
2018-2019
13
<1%
-
-
2009-2009
13
<1%
-
-
1948-1948
13
<1%
-
-
2016-2022
12
<1%
-
-
2017-2017
12
<1%
-
-
2001-2001
12
<1%
-
-
1877-1877
12
<1%
-
-
2010-2010
12
<1%
-
-
2005-2005
11
<1%
-
-
1955-1955
11
<1%
-
-
2002-2002
11
<1%
-
-
1992-1992
11
<1%
-
-
1892-1892
11
<1%
-
-
1999-1999
11
<1%
-
-
2022-2022
11
<1%
-
-
2011-2022
10
<1%
-
-
1986-1986
10
<1%
-
-
2000-2000
10
<1%
-
-
1959-1959
10
<1%
-
-
1965-1965
10
<1%
-
-
1997-1997
10
<1%
-
-
1982-1982
10
<1%
-
-
1947-1947
10
<1%
-
-
2019-2022
9
<1%
-
-
2011-2011
9
<1%
-
-
1996-1996
9
<1%
-
-
1985-1985
9
<1%
-
-
2004-2004
9
<1%
-
-
2008-2008
9
<1%
-
-
1989-1989
9
<1%
-
-
1902-1902
9
<1%
-
-
1960-1960
9
<1%
-
-
2014-2014
9
<1%
-
-
1979-1979
9
<1%
-
-
1954-1954
9
<1%
-
-
1956-1956
9
<1%
-
-
1993-1993
9
<1%
-
-
2017-2022
9
<1%
-
-
2020-2020
9
<1%
-
-
2014-2022
8
<1%
-
-
1995-1995
8
<1%
-
-
1998-1998
8
<1%
-
-
2013-2013
8
<1%
-
-
2015-2016
2,377
41%
-
-
(Other)
TESTbatting_Matches
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Testbowling_Matches
1.00
TESTbatting_Innings
0.99
TESTbatting_RunsMade
0.88
TESTbatting_Ducks
0.85
TESTbatting_Fifties
0.84
TESTbatting_Not-Outs
0.81
TESTbatting_Hundereds
0.76
TESTbattingHighest-Score
0.75
ODIbowling_Matches
0.69
ODIbatting_Matches
0.69
Testbowling_Innings
0.69
ODIbatting_Innings
0.67
ODIbatting_Balls-Faced
0.63
ODIbatting_RunsMade
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.06
T20bowling_MAIDENS
0.05
T20bowling_4_WKTS
0.04
T20bowling_5_WKTS
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
2,698
46.7%
1
459
8.0%
2
309
5.4%
3
237
4.1%
4
193
3.3%
5
165
2.9%
6
109
1.9%
7
102
1.8%
9
86
1.5%
8
85
1.5%
11
70
1.2%
10
64
1.1%
15
61
1.1%
13
55
1.0%
14
53
0.9%
SMALLEST VALUES

0
2,698
46.7%
1
459
8.0%
2
309
5.4%
3
237
4.1%
4
193
3.3%
5
165
2.9%
6
109
1.9%
7
102
1.8%
8
85
1.5%
9
86
1.5%
10
64
1.1%
11
70
1.2%
12
52
0.9%
13
55
1.0%
14
53
0.9%
LARGEST VALUES

200
1
<0.1%
169
1
<0.1%
168
2
<0.1%
166
1
<0.1%
164
2
<0.1%
161
1
<0.1%
156
1
<0.1%
152
1
<0.1%
149
1
<0.1%
147
1
<0.1%
145
1
<0.1%
134
2
<0.1%
133
2
<0.1%
132
2
<0.1%
131
2
<0.1%
TESTbatting_Innings
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

TESTbatting_Matches
0.99
Testbowling_Matches
0.99
TESTbatting_RunsMade
0.92
TESTbatting_Fifties
0.89
TESTbatting_Ducks
0.82
TESTbatting_Hundereds
0.80
TESTbattingHighest-Score
0.78
TESTbatting_Not-Outs
0.77
ODIbowling_Matches
0.69
ODIbatting_Matches
0.69
ODIbatting_Innings
0.68
ODIbatting_Balls-Faced
0.67
ODIbatting_RunsMade
0.65
ODIbatting_Fifties
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.07
T20bowling_4_WKTS
0.04
T20bowling_MAIDENS
0.04
T20bowling_5_WKTS
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
2,722
47.2%
2
381
6.6%
4
220
3.8%
6
156
2.7%
1
135
2.3%
8
107
1.9%
5
106
1.8%
7
105
1.8%
3
105
1.8%
10
90
1.6%
12
70
1.2%
9
67
1.2%
14
50
0.9%
11
47
0.8%
18
47
0.8%
SMALLEST VALUES

0
2,722
47.2%
1
135
2.3%
2
381
6.6%
3
105
1.8%
4
220
3.8%
5
106
1.8%
6
156
2.7%
7
105
1.8%
8
107
1.9%
9
67
1.2%
10
90
1.6%
11
47
0.8%
12
70
1.2%
13
46
0.8%
14
50
0.9%
LARGEST VALUES

329
1
<0.1%
291
1
<0.1%
287
1
<0.1%
286
1
<0.1%
280
2
<0.1%
265
1
<0.1%
260
1
<0.1%
252
1
<0.1%
239
1
<0.1%
235
1
<0.1%
233
1
<0.1%
232
1
<0.1%
225
1
<0.1%
224
1
<0.1%
216
1
<0.1%
TESTbatting_Not-Outs
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Testbowling_Matches
0.81
TESTbatting_Matches
0.81
TESTbatting_Ducks
0.81
Testbowling_Innings
0.78
TESTbatting_Innings
0.77
Testbowling_Runs_given
0.74
Testbowling_balls
0.73
Testbowling_wickets
0.72
Testbowling_5_wickets
0.62
ODIbatting_Notouts
0.56
TESTbatting_RunsMade
0.55
ODIbowling_Matches
0.53
ODIbatting_Matches
0.53
TESTbatting_Fifties
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.07
T20bowling_4_WKTS
0.04
T20bowling_5_WKTS
0.02
T20batting_Hundereds
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,691
63.9%
1
639
11.1%
2
347
6.0%
3
181
3.1%
4
149
2.6%
5
127
2.2%
6
105
1.8%
7
81
1.4%
8
60
1.0%
9
54
0.9%
11
40
0.7%
12
37
0.6%
10
36
0.6%
14
31
0.5%
15
26
0.5%
SMALLEST VALUES

0
3,691
63.9%
1
639
11.1%
2
347
6.0%
3
181
3.1%
4
149
2.6%
5
127
2.2%
6
105
1.8%
7
81
1.4%
8
60
1.0%
9
54
0.9%
10
36
0.6%
11
40
0.7%
12
37
0.6%
13
25
0.4%
14
31
0.5%
LARGEST VALUES

103
1
<0.1%
61
1
<0.1%
56
1
<0.1%
55
1
<0.1%
52
1
<0.1%
51
1
<0.1%
49
1
<0.1%
47
1
<0.1%
46
1
<0.1%
45
1
<0.1%
44
1
<0.1%
43
1
<0.1%
41
1
<0.1%
40
1
<0.1%
39
4
<0.1%
TESTbatting_RunsMade
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

TESTbatting_Fifties
0.97
TESTbatting_Hundereds
0.95
TESTbatting_Innings
0.92
TESTbatting_Matches
0.88
Testbowling_Matches
0.88
TESTbattingHighest-Score
0.78
ODIbatting_Balls-Faced
0.74
ODIbatting_RunsMade
0.73
ODIbatting_Fifties
0.73
ODIbatting_Innings
0.68
ODIbowling_Matches
0.63
ODIbatting_Matches
0.63
ODIbatting_Hundereds
0.62
TESTbatting_Average
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.08
T20bowling_4_WKTS
0.05
T20bowling_MAIDENS
0.04
T20bowling_5_WKTS
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
2,778
48.1%
6
36
0.6%
4
30
0.5%
8
30
0.5%
1
28
0.5%
5
28
0.5%
10
27
0.5%
11
27
0.5%
2
26
0.5%
3
26
0.5%
7
26
0.5%
9
24
0.4%
21
23
0.4%
17
21
0.4%
25
21
0.4%
SMALLEST VALUES

0
2,778
48.1%
1
28
0.5%
2
26
0.5%
3
26
0.5%
4
30
0.5%
5
28
0.5%
6
36
0.6%
7
26
0.5%
8
30
0.5%
9
24
0.4%
10
27
0.5%
11
27
0.5%
12
16
0.3%
13
20
0.3%
14
21
0.4%
LARGEST VALUES

15921
1
<0.1%
13378
1
<0.1%
13289
1
<0.1%
13288
1
<0.1%
12472
1
<0.1%
12400
1
<0.1%
11953
1
<0.1%
11867
1
<0.1%
11814
1
<0.1%
11174
1
<0.1%
10927
1
<0.1%
10122
1
<0.1%
10099
1
<0.1%
9889
1
<0.1%
9282
1
<0.1%
TESTbattingHighest-Score
MISSING:
684
(12%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

TESTbatting_Average
0.88
TESTbatting_Innings
0.78
TESTbatting_RunsMade
0.78
Unnamed: 0
-0.77
TESTbatting_Fifties
0.76
TESTbatting_Matches
0.75
Testbowling_Matches
0.75
TESTbatting_Hundereds
0.69
TESTbatting_Ducks
0.58
ODIbatting_Balls-Faced
0.53
ODIbatting_RunsMade
0.52
ODIbatting_Innings
0.51
ODIbatting_Fifties
0.51
ODIbatting_Matches
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.10
T20bowling_MAIDENS
0.07
T20bowling_4_WKTS
0.06
T20bowling_5_WKTS
0.04
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
2,759
54.2%
5.0
42
0.8%
13.0
32
0.6%
6.0
31
0.6%
9.0
29
0.6%
33.0
29
0.6%
29.0
28
0.6%
20.0
28
0.6%
12.0
28
0.6%
10.0
28
0.6%
14.0
28
0.6%
8.0
27
0.5%
7.0
27
0.5%
26.0
27
0.5%
31.0
27
0.5%
SMALLEST VALUES

0.0
2,759
54.2%
1.0
13
0.3%
2.0
24
0.5%
3.0
25
0.5%
4.0
24
0.5%
5.0
42
0.8%
6.0
31
0.6%
7.0
27
0.5%
8.0
27
0.5%
9.0
29
0.6%
10.0
28
0.6%
11.0
25
0.5%
12.0
28
0.6%
13.0
32
0.6%
14.0
28
0.6%
LARGEST VALUES

380.0
1
<0.1%
374.0
1
<0.1%
364.0
1
<0.1%
340.0
1
<0.1%
337.0
1
<0.1%
334.0
1
<0.1%
333.0
2
<0.1%
329.0
1
<0.1%
325.0
1
<0.1%
319.0
2
<0.1%
313.0
1
<0.1%
311.0
1
<0.1%
307.0
1
<0.1%
302.0
2
<0.1%
299.0
1
<0.1%
TESTbatting_Average
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

TESTbattingHighest-Score
0.88
Unnamed: 0
-0.80
TESTbatting_RunsMade
0.60
TESTbatting_Innings
0.59
TESTbatting_Fifties
0.59
TESTbatting_Matches
0.57
Testbowling_Matches
0.57
TESTbatting_Hundereds
0.53
Testbowling_Economy
0.45
TESTbatting_Ducks
0.40
ODIbatting_Balls-Faced
0.39
ODIbatting_RunsMade
0.38
ODIbatting_Innings
0.38
ODIbatting_Fifties
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.10
T20bowling_4_WKTS
0.07
T20batting_Hundereds
0.05
T20bowling_5_WKTS
0.05
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
2,836
49.1%
3.0
33
0.6%
2.0
29
0.5%
5.0
29
0.5%
7.0
29
0.5%
4.0
27
0.5%
9.0
26
0.5%
6.0
23
0.4%
11.0
22
0.4%
1.0
21
0.4%
8.0
21
0.4%
15.0
20
0.3%
17.0
20
0.3%
10.0
19
0.3%
13.0
19
0.3%
SMALLEST VALUES

0.0
2,836
49.1%
0.25
1
<0.1%
0.33
1
<0.1%
0.4
1
<0.1%
0.5
9
0.2%
0.66
1
<0.1%
0.75
1
<0.1%
0.8
1
<0.1%
1.0
21
0.4%
1.25
1
<0.1%
1.33
2
<0.1%
1.4
1
<0.1%
1.5
10
0.2%
1.6
1
<0.1%
1.66
1
<0.1%
LARGEST VALUES

144.0
1
<0.1%
112.0
1
<0.1%
99.94
1
<0.1%
99.0
1
<0.1%
96.0
1
<0.1%
86.33
1
<0.1%
82.5
1
<0.1%
81.5
1
<0.1%
72.57
1
<0.1%
68.37
1
<0.1%
68.0
1
<0.1%
66.25
1
<0.1%
65.72
1
<0.1%
64.85
1
<0.1%
63.91
1
<0.1%
TESTbatting_Hundereds
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

TESTbatting_RunsMade
0.95
TESTbatting_Fifties
0.90
TESTbatting_Innings
0.80
TESTbatting_Matches
0.76
Testbowling_Matches
0.76
ODIbatting_Fifties
0.71
ODIbatting_Balls-Faced
0.70
ODIbatting_RunsMade
0.70
TESTbattingHighest-Score
0.69
ODIbatting_Hundereds
0.63
ODIbatting_Innings
0.62
ODIbowling_Matches
0.55
ODIbatting_Matches
0.55
TESTbatting_Average
0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.07
T20bowling_MAIDENS
0.03
T20bowling_4_WKTS
0.03
T20bowling_5_WKTS
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
4,973
86.1%
1
278
4.8%
2
115
2.0%
3
80
1.4%
4
56
1.0%
5
44
0.8%
6
31
0.5%
7
30
0.5%
8
17
0.3%
12
15
0.3%
11
14
0.2%
9
13
0.2%
14
12
0.2%
10
12
0.2%
15
9
0.2%
SMALLEST VALUES

0
4,973
86.1%
1
278
4.8%
2
115
2.0%
3
80
1.4%
4
56
1.0%
5
44
0.8%
6
31
0.5%
7
30
0.5%
8
17
0.3%
9
13
0.2%
10
12
0.2%
11
14
0.2%
12
15
0.3%
13
5
<0.1%
14
12
0.2%
LARGEST VALUES

51
1
<0.1%
45
1
<0.1%
41
1
<0.1%
38
1
<0.1%
36
1
<0.1%
34
4
<0.1%
33
1
<0.1%
32
1
<0.1%
30
2
<0.1%
29
1
<0.1%
28
2
<0.1%
27
4
<0.1%
26
1
<0.1%
25
2
<0.1%
24
5
<0.1%
TESTbatting_Fifties
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

TESTbatting_RunsMade
0.97
TESTbatting_Hundereds
0.90
TESTbatting_Innings
0.89
TESTbatting_Matches
0.84
Testbowling_Matches
0.84
TESTbattingHighest-Score
0.76
ODIbatting_Balls-Faced
0.72
ODIbatting_Fifties
0.71
ODIbatting_RunsMade
0.71
ODIbatting_Innings
0.66
ODIbowling_Matches
0.61
ODIbatting_Matches
0.61
ODIbatting_Hundereds
0.60
TESTbatting_Average
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.09
T20bowling_4_WKTS
0.06
T20bowling_MAIDENS
0.04
T20bowling_5_WKTS
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
4,371
75.7%
1
361
6.3%
2
198
3.4%
3
145
2.5%
4
99
1.7%
5
84
1.5%
6
59
1.0%
7
47
0.8%
8
44
0.8%
9
36
0.6%
12
29
0.5%
10
25
0.4%
11
24
0.4%
13
19
0.3%
14
18
0.3%
SMALLEST VALUES

0
4,371
75.7%
1
361
6.3%
2
198
3.4%
3
145
2.5%
4
99
1.7%
5
84
1.5%
6
59
1.0%
7
47
0.8%
8
44
0.8%
9
36
0.6%
10
25
0.4%
11
24
0.4%
12
29
0.5%
13
19
0.3%
14
18
0.3%
LARGEST VALUES

68
1
<0.1%
66
1
<0.1%
63
2
<0.1%
62
1
<0.1%
58
1
<0.1%
57
1
<0.1%
56
1
<0.1%
53
1
<0.1%
52
1
<0.1%
50
2
<0.1%
48
1
<0.1%
47
1
<0.1%
46
6
0.1%
45
3
<0.1%
43
1
<0.1%
TESTbatting_Ducks
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Testbowling_Matches
0.85
TESTbatting_Matches
0.85
TESTbatting_Innings
0.82
TESTbatting_Not-Outs
0.81
Testbowling_Innings
0.75
Testbowling_Runs_given
0.72
Testbowling_balls
0.70
Testbowling_wickets
0.68
TESTbatting_RunsMade
0.60
Testbowling_5_wickets
0.58
ODIbowling_Matches
0.58
ODIbatting_Matches
0.58
TESTbattingHighest-Score
0.58
Unnamed: 0
-0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.07
T20batting_Hundereds
0.05
T20bowling_4_WKTS
0.05
T20bowling_5_WKTS
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,585
62.1%
1
670
11.6%
2
383
6.6%
3
263
4.6%
4
172
3.0%
5
129
2.2%
6
109
1.9%
7
93
1.6%
8
62
1.1%
9
58
1.0%
10
48
0.8%
11
39
0.7%
14
29
0.5%
12
27
0.5%
15
21
0.4%
SMALLEST VALUES

0
3,585
62.1%
1
670
11.6%
2
383
6.6%
3
263
4.6%
4
172
3.0%
5
129
2.2%
6
109
1.9%
7
93
1.6%
8
62
1.1%
9
58
1.0%
10
48
0.8%
11
39
0.7%
12
27
0.5%
13
19
0.3%
14
29
0.5%
LARGEST VALUES

43
1
<0.1%
39
1
<0.1%
36
1
<0.1%
35
1
<0.1%
34
2
<0.1%
33
1
<0.1%
30
1
<0.1%
29
1
<0.1%
26
2
<0.1%
25
1
<0.1%
24
1
<0.1%
23
2
<0.1%
22
4
<0.1%
21
4
<0.1%
20
4
<0.1%
Testbowling_Span
MISSING:
---
2,698
47%
-
-
0
26
<1%
-
-
2021-2021
23
<1%
-
-
2021-2022
19
<1%
-
-
2019-2019
18
<1%
-
-
2018-2022
17
<1%
-
-
1889-1889
17
<1%
-
-
2018-2018
16
<1%
-
-
1896-1896
16
<1%
-
-
1899-1899
16
<1%
-
-
1935-1935
15
<1%
-
-
1930-1930
15
<1%
-
-
1921-1921
14
<1%
-
-
2018-2021
14
<1%
-
-
2003-2003
14
<1%
-
-
2019-2021
13
<1%
-
-
2009-2009
13
<1%
-
-
1933-1933
13
<1%
-
-
1948-1948
13
<1%
-
-
2016-2022
13
<1%
-
-
2018-2019
12
<1%
-
-
2001-2001
12
<1%
-
-
2017-2017
12
<1%
-
-
1877-1877
12
<1%
-
-
2005-2005
12
<1%
-
-
2010-2010
11
<1%
-
-
1999-1999
11
<1%
-
-
1892-1892
11
<1%
-
-
2011-2022
11
<1%
-
-
2002-2002
11
<1%
-
-
1955-1955
11
<1%
-
-
2022-2022
11
<1%
-
-
1992-1992
10
<1%
-
-
1986-1986
10
<1%
-
-
2000-2000
10
<1%
-
-
1997-1997
10
<1%
-
-
2019-2022
10
<1%
-
-
1965-1965
10
<1%
-
-
1947-1947
10
<1%
-
-
1982-1982
10
<1%
-
-
1959-1959
9
<1%
-
-
1956-1956
9
<1%
-
-
1902-1902
9
<1%
-
-
2014-2022
9
<1%
-
-
2004-2004
9
<1%
-
-
1985-1985
9
<1%
-
-
2020-2020
9
<1%
-
-
1954-1954
9
<1%
-
-
1989-1989
9
<1%
-
-
1960-1960
9
<1%
-
-
2014-2014
9
<1%
-
-
2008-2008
9
<1%
-
-
1996-1996
9
<1%
-
-
2017-2022
9
<1%
-
-
1993-1993
9
<1%
-
-
2011-2011
9
<1%
-
-
1979-1979
8
<1%
-
-
2013-2013
8
<1%
-
-
1912-1912
8
<1%
-
-
2000-2002
8
<1%
-
-
1995-1995
2,377
41%
-
-
(Other)
Testbowling_Matches
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

TESTbatting_Matches
1.00
TESTbatting_Innings
0.99
TESTbatting_RunsMade
0.88
TESTbatting_Ducks
0.85
TESTbatting_Fifties
0.84
TESTbatting_Not-Outs
0.81
TESTbatting_Hundereds
0.76
TESTbattingHighest-Score
0.75
ODIbowling_Matches
0.69
ODIbatting_Matches
0.69
Testbowling_Innings
0.69
ODIbatting_Innings
0.67
ODIbatting_Balls-Faced
0.63
ODIbatting_RunsMade
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.06
T20bowling_MAIDENS
0.05
T20bowling_4_WKTS
0.04
T20bowling_5_WKTS
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
2,698
46.7%
1
459
8.0%
2
309
5.4%
3
237
4.1%
4
193
3.3%
5
166
2.9%
6
109
1.9%
7
101
1.7%
9
86
1.5%
8
85
1.5%
11
70
1.2%
10
64
1.1%
15
61
1.1%
13
55
1.0%
14
53
0.9%
SMALLEST VALUES

0
2,698
46.7%
1
459
8.0%
2
309
5.4%
3
237
4.1%
4
193
3.3%
5
166
2.9%
6
109
1.9%
7
101
1.7%
8
85
1.5%
9
86
1.5%
10
64
1.1%
11
70
1.2%
12
52
0.9%
13
55
1.0%
14
53
0.9%
LARGEST VALUES

200
1
<0.1%
169
1
<0.1%
168
2
<0.1%
166
1
<0.1%
164
2
<0.1%
161
1
<0.1%
156
1
<0.1%
152
1
<0.1%
149
1
<0.1%
147
1
<0.1%
145
1
<0.1%
134
2
<0.1%
133
2
<0.1%
132
2
<0.1%
131
2
<0.1%
Testbowling_Innings
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Testbowling_Runs_given
0.96
Testbowling_balls
0.95
Testbowling_wickets
0.93
Testbowling_5_wickets
0.80
TESTbatting_Not-Outs
0.78
TESTbatting_Ducks
0.75
TESTbatting_Matches
0.69
Testbowling_Matches
0.69
ODIbowling_balls
0.68
ODIbowling_wickets
0.68
ODIbowling_Runs_given
0.67
ODIbowling_Innings
0.66
TESTbatting_Innings
0.63
ODIbowling_4_wickets
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.12
T20bowling_4_WKTS
0.10
T20bowling_5_WKTS
0.04
T20batting_Hundereds
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,506
60.7%
1
304
5.3%
2
285
4.9%
4
146
2.5%
3
136
2.4%
6
105
1.8%
5
93
1.6%
8
78
1.4%
7
65
1.1%
9
55
1.0%
10
50
0.9%
12
40
0.7%
14
40
0.7%
11
36
0.6%
13
35
0.6%
SMALLEST VALUES

0
3,506
60.7%
1
304
5.3%
2
285
4.9%
3
136
2.4%
4
146
2.5%
5
93
1.6%
6
105
1.8%
7
65
1.1%
8
78
1.4%
9
55
1.0%
10
50
0.9%
11
36
0.6%
12
40
0.7%
13
35
0.6%
14
40
0.7%
LARGEST VALUES

314
1
<0.1%
280
1
<0.1%
273
1
<0.1%
272
1
<0.1%
243
1
<0.1%
242
1
<0.1%
236
1
<0.1%
230
1
<0.1%
227
1
<0.1%
204
1
<0.1%
202
1
<0.1%
194
1
<0.1%
190
2
<0.1%
188
1
<0.1%
187
1
<0.1%
Testbowling_balls
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Testbowling_Runs_given
0.99
Testbowling_wickets
0.98
Testbowling_Innings
0.95
Testbowling_5_wickets
0.89
TESTbatting_Not-Outs
0.73
TESTbatting_Ducks
0.70
Testbowling_10_wickets
0.69
ODIbowling_wickets
0.64
ODIbowling_balls
0.64
ODIbowling_Runs_given
0.61
ODIbowling_Innings
0.59
TESTbatting_Matches
0.58
Testbowling_Matches
0.58
ODIbowling_4_wickets
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.12
T20bowling_4_WKTS
0.10
T20bowling_5_WKTS
0.04
T20batting_Hundereds
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,506
60.7%
6
56
1.0%
12
51
0.9%
18
36
0.6%
30
29
0.5%
24
28
0.5%
48
22
0.4%
90
16
0.3%
138
16
0.3%
36
16
0.3%
84
15
0.3%
60
15
0.3%
114
15
0.3%
54
15
0.3%
66
15
0.3%
SMALLEST VALUES

0
3,506
60.7%
2
3
<0.1%
3
3
<0.1%
4
1
<0.1%
5
3
<0.1%
6
56
1.0%
7
1
<0.1%
8
6
0.1%
9
2
<0.1%
10
2
<0.1%
11
1
<0.1%
12
51
0.9%
13
1
<0.1%
14
1
<0.1%
15
2
<0.1%
LARGEST VALUES

44039
1
<0.1%
40850
1
<0.1%
40705
1
<0.1%
36396
1
<0.1%
30575
1
<0.1%
30019
1
<0.1%
29248
1
<0.1%
28814
1
<0.1%
28580
1
<0.1%
27983
1
<0.1%
27740
1
<0.1%
27115
1
<0.1%
25993
1
<0.1%
24353
1
<0.1%
23438
1
<0.1%
Testbowling_Runs_given
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Testbowling_balls
0.99
Testbowling_wickets
0.98
Testbowling_Innings
0.96
Testbowling_5_wickets
0.89
TESTbatting_Not-Outs
0.74
TESTbatting_Ducks
0.72
ODIbowling_wickets
0.68
Testbowling_10_wickets
0.67
ODIbowling_balls
0.67
ODIbowling_Runs_given
0.65
ODIbowling_Innings
0.62
ODIbowling_4_wickets
0.60
TESTbatting_Matches
0.59
Testbowling_Matches
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.14
T20bowling_4_WKTS
0.12
T20bowling_5_WKTS
0.05
T20batting_Hundereds
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,521
61.0%
9
24
0.4%
4
19
0.3%
5
19
0.3%
2
17
0.3%
6
16
0.3%
3
15
0.3%
7
15
0.3%
28
13
0.2%
8
13
0.2%
12
13
0.2%
17
13
0.2%
15
12
0.2%
11
12
0.2%
20
12
0.2%
SMALLEST VALUES

0
3,521
61.0%
1
10
0.2%
2
17
0.3%
3
15
0.3%
4
19
0.3%
5
19
0.3%
6
16
0.3%
7
15
0.3%
8
13
0.2%
9
24
0.4%
10
8
0.1%
11
12
0.2%
12
13
0.2%
13
12
0.2%
14
10
0.2%
LARGEST VALUES

18355
1
<0.1%
18180
1
<0.1%
17995
1
<0.1%
17014
1
<0.1%
14932
1
<0.1%
13732
1
<0.1%
13537
1
<0.1%
12867
1
<0.1%
12688
1
<0.1%
12441
1
<0.1%
12186
1
<0.1%
12157
1
<0.1%
11242
1
<0.1%
10878
1
<0.1%
10666
1
<0.1%
Testbowling_wickets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Testbowling_Runs_given
0.98
Testbowling_balls
0.98
Testbowling_5_wickets
0.93
Testbowling_Innings
0.93
Testbowling_10_wickets
0.74
TESTbatting_Not-Outs
0.72
TESTbatting_Ducks
0.68
ODIbowling_wickets
0.66
ODIbowling_balls
0.64
ODIbowling_Runs_given
0.62
ODIbowling_4_wickets
0.60
ODIbowling_Innings
0.59
TESTbatting_Matches
0.56
Testbowling_Matches
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.13
T20bowling_4_WKTS
0.11
T20bowling_5_WKTS
0.04
T20batting_Hundereds
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,940
68.2%
1
221
3.8%
2
135
2.3%
3
108
1.9%
4
83
1.4%
6
65
1.1%
5
60
1.0%
7
51
0.9%
9
47
0.8%
8
43
0.7%
11
42
0.7%
17
33
0.6%
12
31
0.5%
10
31
0.5%
16
28
0.5%
SMALLEST VALUES

0
3,940
68.2%
1
221
3.8%
2
135
2.3%
3
108
1.9%
4
83
1.4%
5
60
1.0%
6
65
1.1%
7
51
0.9%
8
43
0.7%
9
47
0.8%
10
31
0.5%
11
42
0.7%
12
31
0.5%
13
23
0.4%
14
23
0.4%
LARGEST VALUES

800
1
<0.1%
708
1
<0.1%
640
1
<0.1%
619
1
<0.1%
563
1
<0.1%
537
1
<0.1%
519
1
<0.1%
442
1
<0.1%
439
1
<0.1%
434
1
<0.1%
433
1
<0.1%
431
1
<0.1%
427
1
<0.1%
421
1
<0.1%
417
1
<0.1%
Testbowling_bestbowlingInnings
MISSING:
1,833
(32%)
TOP CATEGORIES

0.0
3,940
100%
ALL
3,940
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Testbowling_bestbowlingInnings
PROVIDES INFORMATION ON...

Testbowling_bestbowlingMatch
1.00
ODIbowling_bestbowling
1.00
T20bowlin_bestbowling
1.00
T20bowling_5_WKTS
0.00
T20bowling_MAIDENS
0.00
T20batting_Hundereds
-0.00
T20bowling_4_WKTS
-0.00

THESE FEATURES
GIVE INFORMATION
ON Testbowling_bestbowlingInnings:

Testbowling_bestbowlingMatch
1.00
ODIbowling_bestbowling
1.00
T20batting_Hundereds
1.00
T20bowling_MAIDENS
1.00
T20bowlin_bestbowling
1.00
T20bowling_4_WKTS
1.00
T20bowling_5_WKTS
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Testbowling_bestbowlingInnings
CORRELATION RATIO WITH...

Unnamed: 0
0.00
TESTbatting_Matches
0.00
TESTbatting_Innings
0.00
TESTbatting_Not-Outs
0.00
TESTbatting_RunsMade
0.00
TESTbattingHighest-Score
0.00
TESTbatting_Average
0.00
TESTbatting_Hundereds
0.00
TESTbatting_Fifties
0.00
TESTbatting_Ducks
0.00
Testbowling_Matches
0.00
Testbowling_Innings
0.00
Testbowling_balls
0.00
Testbowling_Runs_given
0.00
Testbowling_bestbowlingMatch
MISSING:
1,833
(32%)
TOP CATEGORIES

0.0
3,940
100%
ALL
3,940
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Testbowling_bestbowlingMatch
PROVIDES INFORMATION ON...

Testbowling_bestbowlingInnings
1.00
ODIbowling_bestbowling
1.00
T20bowlin_bestbowling
1.00
T20bowling_5_WKTS
0.00
T20bowling_MAIDENS
0.00
T20batting_Hundereds
-0.00
T20bowling_4_WKTS
-0.00

THESE FEATURES
GIVE INFORMATION
ON Testbowling_bestbowlingMatch:

Testbowling_bestbowlingInnings
1.00
ODIbowling_bestbowling
1.00
T20batting_Hundereds
1.00
T20bowling_MAIDENS
1.00
T20bowlin_bestbowling
1.00
T20bowling_4_WKTS
1.00
T20bowling_5_WKTS
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Testbowling_bestbowlingMatch
CORRELATION RATIO WITH...

Unnamed: 0
0.00
TESTbatting_Matches
0.00
TESTbatting_Innings
0.00
TESTbatting_Not-Outs
0.00
TESTbatting_RunsMade
0.00
TESTbattingHighest-Score
0.00
TESTbatting_Average
0.00
TESTbatting_Hundereds
0.00
TESTbatting_Fifties
0.00
TESTbatting_Ducks
0.00
Testbowling_Matches
0.00
Testbowling_Innings
0.00
Testbowling_balls
0.00
Testbowling_Runs_given
0.00
Testbowling_AVERAGE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Testbowling_Strikerate
0.96
Testbowling_Economy
0.60
Unnamed: 0
-0.41
TESTbattingHighest-Score
0.30
TESTbatting_Average
0.30
Testbowling_Innings
0.28
TESTbatting_Ducks
0.27
TESTbatting_Matches
0.26
Testbowling_Matches
0.26
TESTbatting_Innings
0.26
TESTbatting_Not-Outs
0.23
Testbowling_Runs_given
0.23
Testbowling_balls
0.22
ODIbowling_Strikerate
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.06
T20bowling_MAIDENS
0.04
T20bowling_5_WKTS
0.03
T20bowling_4_WKTS
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
3,943
68.3%
20.0
9
0.2%
36.0
8
0.1%
55.0
7
0.1%
43.0
7
0.1%
28.0
7
0.1%
24.0
7
0.1%
29.0
6
0.1%
79.0
6
0.1%
27.0
6
0.1%
54.0
6
0.1%
16.0
6
0.1%
39.0
6
0.1%
65.0
6
0.1%
52.0
6
0.1%
SMALLEST VALUES

0.0
3,943
68.3%
1.0
1
<0.1%
2.0
2
<0.1%
4.0
1
<0.1%
4.75
1
<0.1%
5.0
3
<0.1%
6.0
3
<0.1%
7.0
2
<0.1%
7.66
1
<0.1%
8.0
3
<0.1%
8.66
1
<0.1%
8.71
1
<0.1%
8.72
1
<0.1%
9.0
3
<0.1%
9.55
1
<0.1%
LARGEST VALUES

303.0
1
<0.1%
294.0
1
<0.1%
290.0
1
<0.1%
281.0
1
<0.1%
261.0
1
<0.1%
242.0
1
<0.1%
233.0
1
<0.1%
206.0
1
<0.1%
205.0
1
<0.1%
198.0
1
<0.1%
194.0
1
<0.1%
193.0
1
<0.1%
190.0
1
<0.1%
189.0
2
<0.1%
183.0
1
<0.1%
Testbowling_Economy
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Unnamed: 0
-0.60
Testbowling_AVERAGE
0.60
Testbowling_Strikerate
0.56
TESTbattingHighest-Score
0.46
TESTbatting_Average
0.45
TESTbatting_Ducks
0.38
TESTbatting_Matches
0.37
Testbowling_Matches
0.37
TESTbatting_Innings
0.36
Testbowling_Innings
0.35
TESTbatting_Not-Outs
0.33
Testbowling_Runs_given
0.31
Testbowling_balls
0.29
TESTbatting_RunsMade
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.05
T20batting_Hundereds
0.04
T20bowling_5_WKTS
0.04
T20bowling_4_WKTS
0.03
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
3,521
61.0%
3.0
43
0.7%
4.0
32
0.6%
2.0
22
0.4%
2.66
19
0.3%
2.5
19
0.3%
2.85
19
0.3%
2.78
18
0.3%
2.8
18
0.3%
2.87
17
0.3%
3.25
17
0.3%
3.5
17
0.3%
2.33
17
0.3%
2.59
16
0.3%
2.86
16
0.3%
SMALLEST VALUES

0.0
3,521
61.0%
0.33
1
<0.1%
0.5
1
<0.1%
0.64
1
<0.1%
0.66
3
<0.1%
0.75
2
<0.1%
0.92
1
<0.1%
1.0
15
0.3%
1.12
2
<0.1%
1.14
1
<0.1%
1.16
1
<0.1%
1.2
3
<0.1%
1.27
1
<0.1%
1.29
1
<0.1%
1.31
1
<0.1%
LARGEST VALUES

12.0
3
<0.1%
10.0
5
<0.1%
9.25
1
<0.1%
9.2
1
<0.1%
9.0
4
<0.1%
8.27
1
<0.1%
8.12
1
<0.1%
8.0
3
<0.1%
7.5
2
<0.1%
7.38
1
<0.1%
7.07
1
<0.1%
7.0
5
<0.1%
6.8
1
<0.1%
6.78
1
<0.1%
6.66
1
<0.1%
Testbowling_Strikerate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Testbowling_AVERAGE
0.96
Testbowling_Economy
0.56
Unnamed: 0
-0.43
TESTbattingHighest-Score
0.32
Testbowling_Innings
0.31
TESTbatting_Average
0.31
TESTbatting_Ducks
0.28
TESTbatting_Matches
0.27
Testbowling_Matches
0.27
TESTbatting_Innings
0.27
TESTbatting_Not-Outs
0.26
Testbowling_balls
0.26
Testbowling_Runs_given
0.25
TESTbatting_RunsMade
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.05
T20bowling_MAIDENS
0.04
T20bowling_5_WKTS
0.03
T20bowling_4_WKTS
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
3,940
68.2%
57.0
13
0.2%
48.0
13
0.2%
54.0
12
0.2%
69.0
12
0.2%
90.0
12
0.2%
80.0
11
0.2%
66.0
11
0.2%
84.0
11
0.2%
60.0
11
0.2%
96.0
10
0.2%
114.0
9
0.2%
120.0
9
0.2%
36.0
9
0.2%
72.0
9
0.2%
SMALLEST VALUES

0.0
3,940
68.2%
2.0
1
<0.1%
6.0
1
<0.1%
8.0
1
<0.1%
9.0
1
<0.1%
10.0
2
<0.1%
11.0
1
<0.1%
12.0
3
<0.1%
15.0
1
<0.1%
17.0
1
<0.1%
18.0
4
<0.1%
19.0
2
<0.1%
19.5
1
<0.1%
20.0
1
<0.1%
21.0
1
<0.1%
LARGEST VALUES

586.0
1
<0.1%
584.0
1
<0.1%
574.0
1
<0.1%
552.0
1
<0.1%
516.0
1
<0.1%
474.0
1
<0.1%
473.0
1
<0.1%
447.0
1
<0.1%
434.0
1
<0.1%
408.0
2
<0.1%
402.0
1
<0.1%
384.0
1
<0.1%
380.0
2
<0.1%
378.0
1
<0.1%
376.0
1
<0.1%
Testbowling_5_wickets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Testbowling_wickets
0.93
Testbowling_balls
0.89
Testbowling_Runs_given
0.89
Testbowling_10_wickets
0.87
Testbowling_Innings
0.80
TESTbatting_Not-Outs
0.62
TESTbatting_Ducks
0.58
ODIbowling_wickets
0.57
ODIbowling_balls
0.55
ODIbowling_4_wickets
0.52
ODIbowling_Runs_given
0.51
ODIbowling_Innings
0.49
Testbowling_Matches
0.47
TESTbatting_Matches
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.13
T20bowling_4_WKTS
0.12
T20bowling_5_WKTS
0.04
T20batting_Hundereds
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
5,046
87.4%
1
263
4.6%
2
126
2.2%
3
86
1.5%
4
61
1.1%
5
39
0.7%
6
26
0.5%
7
17
0.3%
9
16
0.3%
8
13
0.2%
10
10
0.2%
13
8
0.1%
12
8
0.1%
11
8
0.1%
16
6
0.1%
SMALLEST VALUES

0
5,046
87.4%
1
263
4.6%
2
126
2.2%
3
86
1.5%
4
61
1.1%
5
39
0.7%
6
26
0.5%
7
17
0.3%
8
13
0.2%
9
16
0.3%
10
10
0.2%
11
8
0.1%
12
8
0.1%
13
8
0.1%
14
6
0.1%
LARGEST VALUES

67
1
<0.1%
37
1
<0.1%
36
1
<0.1%
35
1
<0.1%
34
1
<0.1%
31
1
<0.1%
30
1
<0.1%
29
1
<0.1%
27
1
<0.1%
26
1
<0.1%
25
2
<0.1%
24
1
<0.1%
23
3
<0.1%
22
4
<0.1%
21
1
<0.1%
Testbowling_10_wickets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Testbowling_5_wickets
0.87
Testbowling_wickets
0.74
Testbowling_balls
0.69
Testbowling_Runs_given
0.67
Testbowling_Innings
0.57
TESTbatting_Not-Outs
0.44
ODIbowling_wickets
0.44
TESTbatting_Ducks
0.42
ODIbowling_balls
0.41
ODIbowling_4_wickets
0.40
ODIbowling_Runs_given
0.38
ODIbowling_5_wickets
0.37
ODIbowling_Innings
0.36
Testbowling_Matches
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_4_WKTS
0.10
T20bowling_MAIDENS
0.08
T20bowling_5_WKTS
0.03
T20batting_Hundereds
0.01
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
5,545
96.1%
1
136
2.4%
2
44
0.8%
3
20
0.3%
4
10
0.2%
5
7
0.1%
7
4
<0.1%
6
2
<0.1%
9
2
<0.1%
10
1
<0.1%
8
1
<0.1%
22
1
<0.1%
SMALLEST VALUES

0
5,545
96.1%
1
136
2.4%
2
44
0.8%
3
20
0.3%
4
10
0.2%
5
7
0.1%
6
2
<0.1%
7
4
<0.1%
8
1
<0.1%
9
2
<0.1%
10
1
<0.1%
22
1
<0.1%
LARGEST VALUES

22
1
<0.1%
10
1
<0.1%
9
2
<0.1%
8
1
<0.1%
7
4
<0.1%
6
2
<0.1%
5
7
0.1%
4
10
0.2%
3
20
0.3%
2
44
0.8%
1
136
2.4%
0
5,545
96.1%
ODIbatting_Span
MISSING:
---
3,036
53%
-
-
0
49
<1%
-
-
2021-2021
44
<1%
-
-
2019-2022
36
<1%
-
-
2021-2022
36
<1%
-
-
2008-2008
36
<1%
-
-
2003-2003
35
<1%
-
-
2022-2022
32
<1%
-
-
2004-2004
27
<1%
-
-
2019-2021
26
<1%
-
-
2009-2009
26
<1%
-
-
1996-1996
26
<1%
-
-
2019-2019
25
<1%
-
-
1975-1975
24
<1%
-
-
1999-1999
24
<1%
-
-
2018-2018
24
<1%
-
-
1979-1979
23
<1%
-
-
2011-2011
22
<1%
-
-
2018-2022
22
<1%
-
-
2007-2007
21
<1%
-
-
2006-2007
21
<1%
-
-
2006-2006
21
<1%
-
-
2016-2022
18
<1%
-
-
2013-2013
18
<1%
-
-
2014-2022
18
<1%
-
-
2016-2016
17
<1%
-
-
2017-2022
17
<1%
-
-
2015-2015
16
<1%
-
-
2010-2010
16
<1%
-
-
2006-2009
16
<1%
-
-
2017-2017
15
<1%
-
-
2014-2014
15
<1%
-
-
1995-1995
15
<1%
-
-
2015-2022
14
<1%
-
-
2020-2022
14
<1%
-
-
1997-1997
14
<1%
-
-
1994-1994
13
<1%
-
-
2019-2020
13
<1%
-
-
2006-2010
13
<1%
-
-
1978-1978
12
<1%
-
-
2016-2021
12
<1%
-
-
1992-1992
12
<1%
-
-
1998-1998
12
<1%
-
-
2017-2021
12
<1%
-
-
2002-2002
12
<1%
-
-
2020-2020
12
<1%
-
-
2014-2018
11
<1%
-
-
1988-1988
11
<1%
-
-
1986-1986
11
<1%
-
-
2017-2019
11
<1%
-
-
1994-1996
11
<1%
-
-
2000-2000
11
<1%
-
-
2015-2021
11
<1%
-
-
2007-2008
11
<1%
-
-
1985-1985
11
<1%
-
-
2020-2021
11
<1%
-
-
2010-2011
11
<1%
-
-
1983-1983
11
<1%
-
-
2008-2009
10
<1%
-
-
2014-2015
10
<1%
-
-
1990-1990
1,639
28%
-
-
(Other)
ODIbatting_Matches
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbowling_Matches
1.00
ODIbatting_Innings
0.97
ODIbatting_Ducks
0.91
ODIbatting_Notouts
0.89
ODIbatting_RunsMade
0.87
ODIbatting_Balls-Faced
0.87
ODIbatting_Fifties
0.82
ODIbowling_Innings
0.74
ODIbowling_Runs_given
0.69
Testbowling_Matches
0.69
TESTbatting_Matches
0.69
ODIbatting_Highest-Score
0.69
TESTbatting_Innings
0.69
ODIbowling_balls
0.69

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.16
T20batting_Hundereds
0.15
T20bowling_4_WKTS
0.15
T20bowling_5_WKTS
0.06
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,036
52.6%
2
257
4.5%
1
236
4.1%
3
193
3.3%
4
125
2.2%
5
116
2.0%
6
93
1.6%
7
82
1.4%
10
67
1.2%
8
62
1.1%
11
56
1.0%
9
56
1.0%
13
50
0.9%
12
45
0.8%
15
42
0.7%
SMALLEST VALUES

0
3,036
52.6%
1
236
4.1%
2
257
4.5%
3
193
3.3%
4
125
2.2%
5
116
2.0%
6
93
1.6%
7
82
1.4%
8
62
1.1%
9
56
1.0%
10
67
1.2%
11
56
1.0%
12
45
0.8%
13
50
0.9%
14
37
0.6%
LARGEST VALUES

463
1
<0.1%
448
1
<0.1%
445
1
<0.1%
404
1
<0.1%
398
1
<0.1%
378
1
<0.1%
375
1
<0.1%
356
1
<0.1%
350
2
<0.1%
344
1
<0.1%
334
1
<0.1%
330
1
<0.1%
328
1
<0.1%
325
1
<0.1%
322
1
<0.1%
ODIbatting_Innings
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbatting_Matches
0.97
ODIbowling_Matches
0.97
ODIbatting_RunsMade
0.95
ODIbatting_Balls-Faced
0.95
ODIbatting_Fifties
0.90
ODIbatting_Ducks
0.88
ODIbatting_Notouts
0.82
ODIbatting_Hundereds
0.73
ODIbatting_Highest-Score
0.72
TESTbatting_RunsMade
0.68
TESTbatting_Innings
0.68
Testbowling_Matches
0.67
TESTbatting_Matches
0.67
TESTbatting_Fifties
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.17
T20bowling_4_WKTS
0.12
T20bowling_MAIDENS
0.11
T20bowling_5_WKTS
0.03
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,127
54.2%
1
300
5.2%
2
274
4.7%
3
178
3.1%
4
130
2.3%
5
119
2.1%
6
108
1.9%
7
86
1.5%
8
82
1.4%
11
64
1.1%
12
54
0.9%
10
52
0.9%
16
49
0.8%
13
49
0.8%
9
41
0.7%
SMALLEST VALUES

0
3,127
54.2%
1
300
5.2%
2
274
4.7%
3
178
3.1%
4
130
2.3%
5
119
2.1%
6
108
1.9%
7
86
1.5%
8
82
1.4%
9
41
0.7%
10
52
0.9%
11
64
1.1%
12
54
0.9%
13
49
0.8%
14
37
0.6%
LARGEST VALUES

452
1
<0.1%
433
1
<0.1%
418
1
<0.1%
380
1
<0.1%
369
1
<0.1%
365
1
<0.1%
350
1
<0.1%
318
1
<0.1%
314
1
<0.1%
308
1
<0.1%
303
1
<0.1%
300
1
<0.1%
297
1
<0.1%
296
1
<0.1%
294
1
<0.1%
ODIbatting_Notouts
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbatting_Matches
0.89
ODIbowling_Matches
0.89
ODIbatting_Innings
0.82
ODIbatting_Ducks
0.78
ODIbowling_Innings
0.77
ODIbowling_Runs_given
0.75
ODIbowling_balls
0.74
ODIbowling_wickets
0.72
ODIbatting_Balls-Faced
0.67
ODIbatting_RunsMade
0.67
Testbowling_Matches
0.61
TESTbatting_Matches
0.61
ODIbatting_Fifties
0.61
TESTbatting_Innings
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.20
T20bowling_4_WKTS
0.16
T20batting_Hundereds
0.09
T20bowling_5_WKTS
0.07
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,915
67.8%
1
462
8.0%
2
278
4.8%
3
181
3.1%
4
126
2.2%
5
95
1.6%
6
87
1.5%
7
64
1.1%
8
60
1.0%
10
52
0.9%
9
44
0.8%
14
36
0.6%
12
31
0.5%
11
30
0.5%
13
29
0.5%
SMALLEST VALUES

0
3,915
67.8%
1
462
8.0%
2
278
4.8%
3
181
3.1%
4
126
2.2%
5
95
1.6%
6
87
1.5%
7
64
1.1%
8
60
1.0%
9
44
0.8%
10
52
0.9%
11
30
0.5%
12
31
0.5%
13
29
0.5%
14
36
0.6%
LARGEST VALUES

84
1
<0.1%
72
2
<0.1%
67
1
<0.1%
63
1
<0.1%
62
1
<0.1%
58
1
<0.1%
57
3
<0.1%
55
2
<0.1%
54
1
<0.1%
53
2
<0.1%
51
2
<0.1%
50
1
<0.1%
48
2
<0.1%
47
3
<0.1%
45
1
<0.1%
ODIbatting_RunsMade
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbatting_Balls-Faced
0.99
ODIbatting_Fifties
0.98
ODIbatting_Innings
0.95
ODIbatting_Matches
0.87
ODIbowling_Matches
0.87
ODIbatting_Hundereds
0.87
ODIbatting_Ducks
0.74
TESTbatting_RunsMade
0.73
TESTbatting_Fifties
0.71
TESTbatting_Hundereds
0.70
ODIbatting_Highest-Score
0.69
ODIbatting_Notouts
0.67
TESTbatting_Innings
0.65
Testbowling_Matches
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.21
T20bowling_4_WKTS
0.09
T20bowling_MAIDENS
0.05
T20bowling_5_WKTS
0.00
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,198
55.4%
1
56
1.0%
2
43
0.7%
4
41
0.7%
3
35
0.6%
7
34
0.6%
9
34
0.6%
8
33
0.6%
15
28
0.5%
6
27
0.5%
10
26
0.5%
11
26
0.5%
12
26
0.5%
5
26
0.5%
13
24
0.4%
SMALLEST VALUES

0
3,198
55.4%
1
56
1.0%
2
43
0.7%
3
35
0.6%
4
41
0.7%
5
26
0.5%
6
27
0.5%
7
34
0.6%
8
33
0.6%
9
34
0.6%
10
26
0.5%
11
26
0.5%
12
26
0.5%
13
24
0.4%
14
22
0.4%
LARGEST VALUES

18426
1
<0.1%
14234
1
<0.1%
13704
1
<0.1%
13430
1
<0.1%
12650
1
<0.1%
12311
1
<0.1%
11739
1
<0.1%
11579
1
<0.1%
11363
1
<0.1%
10889
1
<0.1%
10773
1
<0.1%
10480
1
<0.1%
10405
1
<0.1%
10290
1
<0.1%
9720
1
<0.1%
ODIbatting_Highest-Score
MISSING:
843
(15%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbatting_Average
0.89
ODIbatting_Strikerate
0.75
ODIbatting_Innings
0.72
ODIbatting_Balls-Faced
0.70
ODIbatting_RunsMade
0.69
ODIbatting_Matches
0.69
ODIbowling_Matches
0.69
ODIbatting_Fifties
0.64
ODIbatting_Ducks
0.64
ODIbatting_Hundereds
0.54
ODIbatting_Notouts
0.51
T20batting_RunsMade
0.48
T20batting_BallsFaced
0.48
T20batting_Innings
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.18
T20bowling_MAIDENS
0.05
T20bowling_4_WKTS
0.04
T20bowling_5_WKTS
0.01
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
3,173
64.4%
8.0
38
0.8%
1.0
38
0.8%
5.0
35
0.7%
2.0
34
0.7%
4.0
34
0.7%
13.0
32
0.6%
7.0
30
0.6%
6.0
30
0.6%
11.0
29
0.6%
12.0
28
0.6%
14.0
28
0.6%
17.0
27
0.5%
9.0
27
0.5%
16.0
27
0.5%
SMALLEST VALUES

0.0
3,173
64.4%
1.0
38
0.8%
2.0
34
0.7%
3.0
25
0.5%
4.0
34
0.7%
5.0
35
0.7%
6.0
30
0.6%
7.0
30
0.6%
8.0
38
0.8%
9.0
27
0.5%
10.0
21
0.4%
11.0
29
0.6%
12.0
28
0.6%
13.0
32
0.6%
14.0
28
0.6%
LARGEST VALUES

264.0
1
<0.1%
219.0
1
<0.1%
215.0
1
<0.1%
194.0
1
<0.1%
189.0
1
<0.1%
185.0
1
<0.1%
183.0
2
<0.1%
180.0
1
<0.1%
179.0
2
<0.1%
178.0
1
<0.1%
177.0
1
<0.1%
176.0
2
<0.1%
175.0
2
<0.1%
173.0
1
<0.1%
172.0
2
<0.1%
ODIbatting_Average
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbatting_Highest-Score
0.89
ODIbatting_Strikerate
0.76
ODIbatting_Innings
0.55
ODIbatting_Balls-Faced
0.54
ODIbatting_RunsMade
0.53
ODIbatting_Matches
0.52
ODIbowling_Matches
0.52
ODIbatting_Fifties
0.51
ODIbatting_Ducks
0.45
ODIbowling_Economy
0.44
ODIbatting_Notouts
0.44
ODIbatting_Hundereds
0.41
TESTbatting_Fifties
0.39
TESTbatting_RunsMade
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.14
T20bowling_4_WKTS
0.06
T20bowling_MAIDENS
0.05
T20bowling_5_WKTS
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
3,309
57.3%
9.0
39
0.7%
1.0
39
0.7%
2.0
38
0.7%
3.0
36
0.6%
4.0
35
0.6%
8.0
32
0.6%
10.0
31
0.5%
5.0
30
0.5%
7.0
30
0.5%
6.0
25
0.4%
12.0
24
0.4%
15.0
20
0.3%
14.0
18
0.3%
13.0
18
0.3%
SMALLEST VALUES

0.0
3,309
57.3%
0.33
1
<0.1%
0.5
9
0.2%
1.0
39
0.7%
1.2
1
<0.1%
1.25
1
<0.1%
1.33
4
<0.1%
1.5
5
<0.1%
1.6
2
<0.1%
1.66
2
<0.1%
1.75
1
<0.1%
2.0
38
0.7%
2.2
1
<0.1%
2.25
1
<0.1%
2.33
1
<0.1%
LARGEST VALUES

97.0
1
<0.1%
95.0
1
<0.1%
84.0
1
<0.1%
83.33
1
<0.1%
78.66
1
<0.1%
75.0
1
<0.1%
71.84
1
<0.1%
68.5
1
<0.1%
68.0
1
<0.1%
67.0
1
<0.1%
65.0
1
<0.1%
63.0
1
<0.1%
61.0
1
<0.1%
59.66
1
<0.1%
59.18
1
<0.1%
ODIbatting_Balls-Faced
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbatting_RunsMade
0.99
ODIbatting_Fifties
0.98
ODIbatting_Innings
0.95
ODIbatting_Matches
0.87
ODIbowling_Matches
0.87
ODIbatting_Hundereds
0.83
ODIbatting_Ducks
0.74
TESTbatting_RunsMade
0.74
TESTbatting_Fifties
0.72
TESTbatting_Hundereds
0.70
ODIbatting_Highest-Score
0.70
ODIbatting_Notouts
0.67
TESTbatting_Innings
0.67
Testbowling_Matches
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.18
T20bowling_4_WKTS
0.08
T20bowling_MAIDENS
0.04
T20bowling_5_WKTS
0.00
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,138
54.4%
11
35
0.6%
3
30
0.5%
2
26
0.5%
6
25
0.4%
13
25
0.4%
9
23
0.4%
16
22
0.4%
7
22
0.4%
20
21
0.4%
14
20
0.3%
24
20
0.3%
19
19
0.3%
1
18
0.3%
8
18
0.3%
SMALLEST VALUES

0
3,138
54.4%
1
18
0.3%
2
26
0.5%
3
30
0.5%
4
14
0.2%
5
17
0.3%
6
25
0.4%
7
22
0.4%
8
18
0.3%
9
23
0.4%
10
16
0.3%
11
35
0.6%
12
11
0.2%
13
25
0.4%
14
20
0.3%
LARGEST VALUES

21368
1
<0.1%
18048
1
<0.1%
17046
1
<0.1%
16020
1
<0.1%
15885
1
<0.1%
15812
1
<0.1%
15416
1
<0.1%
15285
1
<0.1%
14725
1
<0.1%
13707
1
<0.1%
13249
1
<0.1%
13086
1
<0.1%
12942
1
<0.1%
12669
1
<0.1%
12594
1
<0.1%
ODIbatting_Strikerate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbatting_Average
0.76
ODIbatting_Highest-Score
0.75
ODIbowling_Economy
0.61
ODIbowling_Strikerate
0.51
ODIbowling_Average
0.50
ODIbatting_Matches
0.46
ODIbowling_Matches
0.46
ODIbatting_Ducks
0.45
ODIbatting_Innings
0.44
ODIbatting_Notouts
0.42
ODIbowling_Innings
0.37
ODIbowling_Runs_given
0.36
ODIbatting_RunsMade
0.35
ODIbatting_Balls-Faced
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.12
T20bowling_4_WKTS
0.11
T20batting_Hundereds
0.10
T20bowling_5_WKTS
0.05
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
3,198
55.4%
100.0
31
0.5%
50.0
31
0.5%
33.33
26
0.5%
66.66
20
0.3%
28.57
14
0.2%
25.0
13
0.2%
60.0
13
0.2%
85.71
11
0.2%
57.14
11
0.2%
75.0
10
0.2%
42.85
10
0.2%
14.28
10
0.2%
20.0
9
0.2%
40.0
9
0.2%
SMALLEST VALUES

0.0
3,198
55.4%
4.34
1
<0.1%
5.0
1
<0.1%
5.88
1
<0.1%
6.25
1
<0.1%
7.69
1
<0.1%
8.33
1
<0.1%
8.69
1
<0.1%
9.09
5
<0.1%
9.52
1
<0.1%
10.0
1
<0.1%
10.34
1
<0.1%
10.52
1
<0.1%
10.71
2
<0.1%
11.11
3
<0.1%
LARGEST VALUES

328.57
1
<0.1%
300.0
1
<0.1%
209.09
1
<0.1%
200.0
2
<0.1%
192.0
1
<0.1%
183.33
1
<0.1%
170.0
1
<0.1%
166.66
3
<0.1%
165.38
1
<0.1%
150.0
6
0.1%
148.78
1
<0.1%
147.05
1
<0.1%
140.0
1
<0.1%
138.63
1
<0.1%
136.36
1
<0.1%
ODIbatting_Hundereds
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbatting_RunsMade
0.87
ODIbatting_Balls-Faced
0.83
ODIbatting_Fifties
0.83
ODIbatting_Innings
0.73
ODIbowling_Matches
0.65
ODIbatting_Matches
0.65
TESTbatting_Hundereds
0.63
TESTbatting_RunsMade
0.62
TESTbatting_Fifties
0.60
T20batting_Fifties
0.55
T20batting_Fours
0.55
ODIbatting_Ducks
0.55
ODIbatting_Highest-Score
0.54
T20batting_RunsMade
0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.29
T20bowling_4_WKTS
0.06
T20bowling_MAIDENS
0.02
T20bowling_5_WKTS
0.01
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
5,350
92.7%
1
170
2.9%
2
71
1.2%
3
35
0.6%
4
26
0.5%
5
23
0.4%
6
15
0.3%
11
11
0.2%
9
9
0.2%
7
9
0.2%
10
7
0.1%
8
7
0.1%
17
6
0.1%
16
4
<0.1%
12
4
<0.1%
SMALLEST VALUES

0
5,350
92.7%
1
170
2.9%
2
71
1.2%
3
35
0.6%
4
26
0.5%
5
23
0.4%
6
15
0.3%
7
9
0.2%
8
7
0.1%
9
9
0.2%
10
7
0.1%
11
11
0.2%
12
4
<0.1%
13
2
<0.1%
14
3
<0.1%
LARGEST VALUES

49
1
<0.1%
43
1
<0.1%
30
1
<0.1%
29
1
<0.1%
28
1
<0.1%
27
1
<0.1%
25
3
<0.1%
22
2
<0.1%
21
2
<0.1%
20
1
<0.1%
19
2
<0.1%
18
2
<0.1%
17
6
0.1%
16
4
<0.1%
15
3
<0.1%
ODIbatting_Fifties
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbatting_RunsMade
0.98
ODIbatting_Balls-Faced
0.98
ODIbatting_Innings
0.90
ODIbatting_Hundereds
0.83
ODIbatting_Matches
0.82
ODIbowling_Matches
0.82
TESTbatting_RunsMade
0.73
TESTbatting_Fifties
0.71
TESTbatting_Hundereds
0.71
ODIbatting_Ducks
0.68
ODIbatting_Highest-Score
0.64
TESTbatting_Innings
0.63
ODIbatting_Notouts
0.61
Testbowling_Matches
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.19
T20bowling_4_WKTS
0.10
T20bowling_MAIDENS
0.04
T20bowling_5_WKTS
0.00
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
4,765
82.5%
1
303
5.2%
2
134
2.3%
3
82
1.4%
4
73
1.3%
5
43
0.7%
6
37
0.6%
9
27
0.5%
8
22
0.4%
14
21
0.4%
11
21
0.4%
7
18
0.3%
12
18
0.3%
10
15
0.3%
13
13
0.2%
SMALLEST VALUES

0
4,765
82.5%
1
303
5.2%
2
134
2.3%
3
82
1.4%
4
73
1.3%
5
43
0.7%
6
37
0.6%
7
18
0.3%
8
22
0.4%
9
27
0.5%
10
15
0.3%
11
21
0.4%
12
18
0.3%
13
13
0.2%
14
21
0.4%
LARGEST VALUES

96
1
<0.1%
93
1
<0.1%
86
1
<0.1%
83
2
<0.1%
82
1
<0.1%
77
1
<0.1%
73
1
<0.1%
72
1
<0.1%
68
1
<0.1%
64
3
<0.1%
63
1
<0.1%
59
2
<0.1%
58
2
<0.1%
57
1
<0.1%
55
2
<0.1%
ODIbatting_Ducks
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbatting_Matches
0.91
ODIbowling_Matches
0.91
ODIbatting_Innings
0.88
ODIbatting_Notouts
0.78
ODIbatting_RunsMade
0.74
ODIbatting_Balls-Faced
0.74
ODIbowling_Innings
0.71
ODIbatting_Fifties
0.68
ODIbowling_Runs_given
0.67
ODIbowling_balls
0.67
ODIbowling_wickets
0.64
ODIbatting_Highest-Score
0.64
Testbowling_Matches
0.58
TESTbatting_Matches
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.17
T20batting_Hundereds
0.16
T20bowling_4_WKTS
0.16
T20bowling_5_WKTS
0.09
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
4,125
71.5%
1
574
9.9%
2
309
5.4%
3
187
3.2%
4
135
2.3%
5
84
1.5%
6
78
1.4%
7
49
0.8%
8
45
0.8%
9
39
0.7%
10
26
0.5%
15
20
0.3%
11
17
0.3%
13
17
0.3%
12
15
0.3%
SMALLEST VALUES

0
4,125
71.5%
1
574
9.9%
2
309
5.4%
3
187
3.2%
4
135
2.3%
5
84
1.5%
6
78
1.4%
7
49
0.8%
8
45
0.8%
9
39
0.7%
10
26
0.5%
11
17
0.3%
12
15
0.3%
13
17
0.3%
14
9
0.2%
LARGEST VALUES

34
1
<0.1%
30
1
<0.1%
28
2
<0.1%
26
1
<0.1%
25
3
<0.1%
24
1
<0.1%
23
1
<0.1%
22
2
<0.1%
20
5
<0.1%
19
7
0.1%
18
5
<0.1%
17
7
0.1%
16
8
0.1%
15
20
0.3%
14
9
0.2%
ODIbowling_Span
MISSING:
---
3,036
53%
-
-
0
49
<1%
-
-
2021-2021
44
<1%
-
-
2019-2022
36
<1%
-
-
2021-2022
36
<1%
-
-
2003-2003
36
<1%
-
-
2008-2008
35
<1%
-
-
2022-2022
32
<1%
-
-
2004-2004
27
<1%
-
-
2019-2021
26
<1%
-
-
2019-2019
26
<1%
-
-
2009-2009
26
<1%
-
-
1996-1996
25
<1%
-
-
1975-1975
24
<1%
-
-
1999-1999
24
<1%
-
-
2018-2018
24
<1%
-
-
1979-1979
23
<1%
-
-
2011-2011
22
<1%
-
-
2007-2007
22
<1%
-
-
2018-2022
21
<1%
-
-
2016-2022
21
<1%
-
-
2006-2006
21
<1%
-
-
2006-2007
18
<1%
-
-
2013-2013
18
<1%
-
-
2014-2022
18
<1%
-
-
2016-2016
17
<1%
-
-
2015-2015
17
<1%
-
-
2017-2022
16
<1%
-
-
2017-2017
16
<1%
-
-
2006-2009
16
<1%
-
-
2010-2010
15
<1%
-
-
2014-2014
15
<1%
-
-
1995-1995
15
<1%
-
-
2015-2022
14
<1%
-
-
1997-1997
14
<1%
-
-
2020-2022
14
<1%
-
-
1994-1994
13
<1%
-
-
2019-2020
13
<1%
-
-
2006-2010
13
<1%
-
-
1978-1978
12
<1%
-
-
1986-1986
12
<1%
-
-
2002-2002
12
<1%
-
-
1992-1992
12
<1%
-
-
2014-2018
12
<1%
-
-
2017-2021
12
<1%
-
-
1998-1998
12
<1%
-
-
2016-2021
12
<1%
-
-
2020-2020
11
<1%
-
-
1983-1983
11
<1%
-
-
2020-2021
11
<1%
-
-
1988-1988
11
<1%
-
-
1994-1996
11
<1%
-
-
2000-2000
11
<1%
-
-
2015-2021
11
<1%
-
-
2007-2008
11
<1%
-
-
2017-2019
11
<1%
-
-
2010-2011
11
<1%
-
-
2008-2009
11
<1%
-
-
1985-1985
10
<1%
-
-
2014-2015
10
<1%
-
-
2008-2014
1,638
28%
-
-
(Other)
ODIbowling_Matches
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbatting_Matches
1.00
ODIbatting_Innings
0.97
ODIbatting_Ducks
0.91
ODIbatting_Notouts
0.89
ODIbatting_RunsMade
0.87
ODIbatting_Balls-Faced
0.87
ODIbatting_Fifties
0.82
ODIbowling_Innings
0.74
ODIbowling_Runs_given
0.69
Testbowling_Matches
0.69
TESTbatting_Matches
0.69
ODIbatting_Highest-Score
0.69
TESTbatting_Innings
0.69
ODIbowling_balls
0.69

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.16
T20batting_Hundereds
0.15
T20bowling_4_WKTS
0.15
T20bowling_5_WKTS
0.06
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,036
52.6%
2
258
4.5%
1
236
4.1%
3
193
3.3%
4
125
2.2%
5
116
2.0%
6
93
1.6%
7
82
1.4%
10
67
1.2%
8
62
1.1%
11
56
1.0%
9
56
1.0%
13
50
0.9%
12
45
0.8%
15
42
0.7%
SMALLEST VALUES

0
3,036
52.6%
1
236
4.1%
2
258
4.5%
3
193
3.3%
4
125
2.2%
5
116
2.0%
6
93
1.6%
7
82
1.4%
8
62
1.1%
9
56
1.0%
10
67
1.2%
11
56
1.0%
12
45
0.8%
13
50
0.9%
14
37
0.6%
LARGEST VALUES

463
1
<0.1%
448
1
<0.1%
445
1
<0.1%
404
1
<0.1%
398
1
<0.1%
378
1
<0.1%
375
1
<0.1%
356
1
<0.1%
350
2
<0.1%
344
1
<0.1%
334
1
<0.1%
330
1
<0.1%
328
1
<0.1%
325
1
<0.1%
322
1
<0.1%
ODIbowling_Innings
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbowling_Runs_given
0.99
ODIbowling_balls
0.98
ODIbowling_wickets
0.96
ODIbowling_4_wickets
0.78
ODIbatting_Notouts
0.77
ODIbowling_Matches
0.74
ODIbatting_Matches
0.74
ODIbatting_Ducks
0.71
ODIbowling_5_wickets
0.66
Testbowling_Innings
0.66
ODIbatting_Innings
0.62
Testbowling_Runs_given
0.62
Testbowling_balls
0.59
Testbowling_wickets
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.28
T20bowling_4_WKTS
0.25
T20bowling_5_WKTS
0.12
T20batting_Hundereds
0.05
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,773
65.4%
1
273
4.7%
2
215
3.7%
3
137
2.4%
4
106
1.8%
5
76
1.3%
7
73
1.3%
6
63
1.1%
10
48
0.8%
9
48
0.8%
11
43
0.7%
8
42
0.7%
12
42
0.7%
19
36
0.6%
13
34
0.6%
SMALLEST VALUES

0
3,773
65.4%
1
273
4.7%
2
215
3.7%
3
137
2.4%
4
106
1.8%
5
76
1.3%
6
63
1.1%
7
73
1.3%
8
42
0.7%
9
48
0.8%
10
48
0.8%
11
43
0.7%
12
42
0.7%
13
34
0.6%
14
27
0.5%
LARGEST VALUES

372
1
<0.1%
368
1
<0.1%
351
1
<0.1%
341
1
<0.1%
320
1
<0.1%
297
1
<0.1%
283
1
<0.1%
277
1
<0.1%
270
1
<0.1%
265
1
<0.1%
258
1
<0.1%
254
1
<0.1%
248
1
<0.1%
232
1
<0.1%
227
2
<0.1%
ODIbowling_balls
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbowling_Runs_given
0.99
ODIbowling_Innings
0.98
ODIbowling_wickets
0.98
ODIbowling_4_wickets
0.82
ODIbatting_Notouts
0.74
ODIbowling_5_wickets
0.70
ODIbowling_Matches
0.69
ODIbatting_Matches
0.69
Testbowling_Innings
0.68
Testbowling_Runs_given
0.67
ODIbatting_Ducks
0.67
Testbowling_wickets
0.64
Testbowling_balls
0.64
Testbowling_5_wickets
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.29
T20bowling_4_WKTS
0.26
T20bowling_5_WKTS
0.13
T20batting_Hundereds
0.03
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,773
65.4%
6
52
0.9%
60
40
0.7%
12
34
0.6%
30
32
0.6%
36
29
0.5%
42
26
0.5%
18
26
0.5%
48
26
0.5%
24
26
0.5%
120
25
0.4%
114
21
0.4%
66
20
0.3%
54
19
0.3%
90
18
0.3%
SMALLEST VALUES

0
3,773
65.4%
1
6
0.1%
2
6
0.1%
3
3
<0.1%
4
4
<0.1%
5
5
<0.1%
6
52
0.9%
7
4
<0.1%
8
2
<0.1%
9
3
<0.1%
10
1
<0.1%
12
34
0.6%
14
1
<0.1%
15
3
<0.1%
16
3
<0.1%
LARGEST VALUES

18811
1
<0.1%
18186
1
<0.1%
17670
1
<0.1%
15775
1
<0.1%
15712
1
<0.1%
14874
1
<0.1%
14496
1
<0.1%
14060
1
<0.1%
12970
1
<0.1%
12698
1
<0.1%
12479
1
<0.1%
11935
1
<0.1%
11351
1
<0.1%
11202
1
<0.1%
11185
1
<0.1%
ODIbowling_Runs_given
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbowling_balls
0.99
ODIbowling_Innings
0.99
ODIbowling_wickets
0.98
ODIbowling_4_wickets
0.82
ODIbatting_Notouts
0.75
ODIbowling_5_wickets
0.70
ODIbowling_Matches
0.69
ODIbatting_Matches
0.69
ODIbatting_Ducks
0.67
Testbowling_Innings
0.67
Testbowling_Runs_given
0.65
Testbowling_wickets
0.62
Testbowling_balls
0.61
ODIbatting_Innings
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.31
T20bowling_4_WKTS
0.28
T20bowling_5_WKTS
0.14
T20batting_Hundereds
0.03
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,777
65.4%
25
11
0.2%
4
11
0.2%
3
11
0.2%
28
11
0.2%
10
11
0.2%
13
11
0.2%
16
10
0.2%
22
10
0.2%
34
10
0.2%
33
10
0.2%
21
9
0.2%
5
9
0.2%
8
9
0.2%
105
9
0.2%
SMALLEST VALUES

0
3,777
65.4%
1
4
<0.1%
2
6
0.1%
3
11
0.2%
4
11
0.2%
5
9
0.2%
6
7
0.1%
7
6
0.1%
8
9
0.2%
9
7
0.1%
10
11
0.2%
11
7
0.1%
12
9
0.2%
13
11
0.2%
14
5
<0.1%
LARGEST VALUES

13632
1
<0.1%
12326
1
<0.1%
11871
1
<0.1%
11812
1
<0.1%
11014
1
<0.1%
10412
1
<0.1%
9919
1
<0.1%
9760
1
<0.1%
9674
1
<0.1%
9631
1
<0.1%
8973
1
<0.1%
8893
1
<0.1%
8877
1
<0.1%
8847
1
<0.1%
8680
1
<0.1%
ODIbowling_wickets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbowling_balls
0.98
ODIbowling_Runs_given
0.98
ODIbowling_Innings
0.96
ODIbowling_4_wickets
0.88
ODIbowling_5_wickets
0.76
ODIbatting_Notouts
0.72
Testbowling_Innings
0.68
Testbowling_Runs_given
0.68
Testbowling_wickets
0.66
ODIbowling_Matches
0.66
ODIbatting_Matches
0.66
ODIbatting_Ducks
0.64
Testbowling_balls
0.64
Testbowling_5_wickets
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.30
T20bowling_4_WKTS
0.28
T20bowling_5_WKTS
0.15
T20batting_Hundereds
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
4,084
70.7%
1
184
3.2%
2
135
2.3%
3
110
1.9%
4
86
1.5%
5
74
1.3%
7
54
0.9%
6
51
0.9%
8
49
0.8%
12
48
0.8%
11
35
0.6%
9
34
0.6%
10
32
0.6%
13
30
0.5%
14
26
0.5%
SMALLEST VALUES

0
4,084
70.7%
1
184
3.2%
2
135
2.3%
3
110
1.9%
4
86
1.5%
5
74
1.3%
6
51
0.9%
7
54
0.9%
8
49
0.8%
9
34
0.6%
10
32
0.6%
11
35
0.6%
12
48
0.8%
13
30
0.5%
14
26
0.5%
LARGEST VALUES

534
1
<0.1%
502
1
<0.1%
416
1
<0.1%
400
1
<0.1%
395
1
<0.1%
393
1
<0.1%
381
1
<0.1%
380
1
<0.1%
338
1
<0.1%
337
1
<0.1%
323
1
<0.1%
315
1
<0.1%
305
1
<0.1%
293
1
<0.1%
288
2
<0.1%
ODIbowling_bestbowling
MISSING:
1,689
(29%)
TOP CATEGORIES

0.0
4,084
100%
ALL
4,084
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ODIbowling_bestbowling
PROVIDES INFORMATION ON...

Testbowling_bestbowlingInnings
1.00
Testbowling_bestbowlingMatch
1.00
T20bowlin_bestbowling
1.00
T20bowling_5_WKTS
0.00
T20bowling_MAIDENS
0.00
T20batting_Hundereds
-0.00
T20bowling_4_WKTS
-0.00

THESE FEATURES
GIVE INFORMATION
ON ODIbowling_bestbowling:

Testbowling_bestbowlingInnings
1.00
Testbowling_bestbowlingMatch
1.00
T20batting_Hundereds
1.00
T20bowling_MAIDENS
1.00
T20bowlin_bestbowling
1.00
T20bowling_4_WKTS
1.00
T20bowling_5_WKTS
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ODIbowling_bestbowling
CORRELATION RATIO WITH...

Unnamed: 0
0.00
TESTbatting_Matches
0.00
TESTbatting_Innings
0.00
TESTbatting_Not-Outs
0.00
TESTbatting_RunsMade
0.00
TESTbattingHighest-Score
0.00
TESTbatting_Average
0.00
TESTbatting_Hundereds
0.00
TESTbatting_Fifties
0.00
TESTbatting_Ducks
0.00
Testbowling_Matches
0.00
Testbowling_Innings
0.00
Testbowling_balls
0.00
Testbowling_Runs_given
0.00
ODIbowling_Average
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbowling_Strikerate
0.98
ODIbowling_Economy
0.65
ODIbatting_Strikerate
0.50
ODIbatting_Highest-Score
0.35
ODIbatting_Average
0.33
ODIbowling_Innings
0.33
ODIbowling_Runs_given
0.31
ODIbowling_balls
0.30
ODIbatting_Notouts
0.29
ODIbatting_Ducks
0.29
ODIbowling_Matches
0.29
ODIbatting_Matches
0.29
ODIbowling_wickets
0.26
ODIbatting_Innings
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.11
T20bowling_4_WKTS
0.10
T20batting_Hundereds
0.05
T20bowling_5_WKTS
0.04
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
4,084
70.7%
31.0
12
0.2%
27.0
10
0.2%
40.0
9
0.2%
34.0
9
0.2%
37.0
8
0.1%
23.0
8
0.1%
25.0
8
0.1%
38.0
8
0.1%
41.0
8
0.1%
28.0
8
0.1%
48.0
8
0.1%
49.0
7
0.1%
42.5
7
0.1%
26.5
6
0.1%
SMALLEST VALUES

0.0
4,084
70.7%
1.0
1
<0.1%
2.0
2
<0.1%
3.0
2
<0.1%
5.0
4
<0.1%
5.5
1
<0.1%
6.0
2
<0.1%
6.5
1
<0.1%
7.0
2
<0.1%
8.0
1
<0.1%
8.66
1
<0.1%
9.0
1
<0.1%
10.0
2
<0.1%
10.31
1
<0.1%
10.33
1
<0.1%
LARGEST VALUES

251.0
1
<0.1%
203.0
1
<0.1%
201.0
1
<0.1%
199.0
1
<0.1%
198.0
1
<0.1%
195.0
1
<0.1%
172.0
2
<0.1%
171.0
1
<0.1%
170.0
1
<0.1%
166.25
1
<0.1%
161.0
1
<0.1%
160.0
1
<0.1%
158.0
1
<0.1%
157.0
1
<0.1%
153.0
1
<0.1%
ODIbowling_Economy
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbowling_Average
0.65
ODIbowling_Strikerate
0.64
ODIbatting_Strikerate
0.61
ODIbatting_Highest-Score
0.45
ODIbatting_Average
0.44
ODIbatting_Ducks
0.36
ODIbatting_Matches
0.35
ODIbowling_Matches
0.35
ODIbowling_Innings
0.34
ODIbowling_Runs_given
0.34
ODIbatting_Notouts
0.33
ODIbowling_balls
0.32
ODIbatting_Innings
0.32
ODIbowling_wickets
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.13
T20bowling_4_WKTS
0.12
T20bowling_5_WKTS
0.05
T20batting_Hundereds
0.05
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
3,777
65.4%
6.0
28
0.5%
5.0
22
0.4%
4.0
22
0.4%
4.5
19
0.3%
8.0
17
0.3%
5.4
16
0.3%
4.71
15
0.3%
4.9
15
0.3%
5.5
14
0.2%
5.33
13
0.2%
4.8
13
0.2%
4.6
13
0.2%
4.36
13
0.2%
4.63
13
0.2%
SMALLEST VALUES

0.0
3,777
65.4%
1.0
1
<0.1%
1.33
1
<0.1%
1.5
6
0.1%
1.71
1
<0.1%
1.83
1
<0.1%
1.85
1
<0.1%
1.87
1
<0.1%
2.0
7
0.1%
2.06
1
<0.1%
2.2
1
<0.1%
2.26
1
<0.1%
2.5
4
<0.1%
2.58
1
<0.1%
2.59
1
<0.1%
LARGEST VALUES

26.0
1
<0.1%
24.0
4
<0.1%
21.0
1
<0.1%
18.0
2
<0.1%
17.0
1
<0.1%
16.8
1
<0.1%
14.4
1
<0.1%
13.9
1
<0.1%
13.2
1
<0.1%
13.0
6
0.1%
12.75
1
<0.1%
12.5
1
<0.1%
12.0
7
0.1%
11.14
1
<0.1%
11.0
2
<0.1%
ODIbowling_Strikerate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbowling_Average
0.98
ODIbowling_Economy
0.64
ODIbatting_Strikerate
0.51
ODIbowling_Innings
0.36
ODIbatting_Highest-Score
0.36
ODIbowling_Runs_given
0.35
ODIbowling_balls
0.34
ODIbatting_Average
0.34
ODIbatting_Notouts
0.32
ODIbatting_Ducks
0.31
ODIbowling_Matches
0.31
ODIbatting_Matches
0.31
ODIbowling_wickets
0.30
ODIbatting_Innings
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.11
T20bowling_4_WKTS
0.10
T20batting_Hundereds
0.05
T20bowling_5_WKTS
0.04
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
4,084
70.7%
30.0
41
0.7%
36.0
26
0.5%
60.0
23
0.4%
42.0
23
0.4%
48.0
21
0.4%
54.0
21
0.4%
66.0
16
0.3%
24.0
13
0.2%
45.0
13
0.2%
34.0
12
0.2%
33.0
11
0.2%
43.2
11
0.2%
39.0
11
0.2%
57.0
11
0.2%
SMALLEST VALUES

0.0
4,084
70.7%
2.0
2
<0.1%
3.5
1
<0.1%
4.0
1
<0.1%
5.0
2
<0.1%
6.0
3
<0.1%
7.0
1
<0.1%
8.0
1
<0.1%
9.0
1
<0.1%
11.7
1
<0.1%
12.0
4
<0.1%
12.2
1
<0.1%
12.3
1
<0.1%
13.5
1
<0.1%
14.6
1
<0.1%
LARGEST VALUES

234.0
1
<0.1%
222.0
1
<0.1%
216.0
1
<0.1%
201.0
1
<0.1%
198.0
1
<0.1%
179.0
2
<0.1%
175.0
1
<0.1%
174.0
2
<0.1%
173.6
1
<0.1%
173.0
1
<0.1%
162.0
2
<0.1%
160.2
1
<0.1%
159.0
1
<0.1%
158.0
1
<0.1%
156.0
3
<0.1%
ODIbowling_4_wickets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbowling_wickets
0.88
ODIbowling_Runs_given
0.82
ODIbowling_balls
0.82
ODIbowling_Innings
0.78
ODIbowling_5_wickets
0.70
Testbowling_wickets
0.60
Testbowling_Runs_given
0.60
ODIbatting_Notouts
0.58
Testbowling_Innings
0.58
Testbowling_balls
0.57
Testbowling_5_wickets
0.52
ODIbowling_Matches
0.51
ODIbatting_Matches
0.51
ODIbatting_Ducks
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.29
T20bowling_4_WKTS
0.24
T20bowling_5_WKTS
0.17
T20batting_Hundereds
0.02
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
5,195
90.0%
1
292
5.1%
2
107
1.9%
3
67
1.2%
4
38
0.7%
5
20
0.3%
7
13
0.2%
6
12
0.2%
8
8
0.1%
9
7
0.1%
11
5
<0.1%
10
3
<0.1%
12
2
<0.1%
14
2
<0.1%
17
1
<0.1%
SMALLEST VALUES

0
5,195
90.0%
1
292
5.1%
2
107
1.9%
3
67
1.2%
4
38
0.7%
5
20
0.3%
6
12
0.2%
7
13
0.2%
8
8
0.1%
9
7
0.1%
10
3
<0.1%
11
5
<0.1%
12
2
<0.1%
14
2
<0.1%
15
1
<0.1%
LARGEST VALUES

17
1
<0.1%
15
1
<0.1%
14
2
<0.1%
12
2
<0.1%
11
5
<0.1%
10
3
<0.1%
9
7
0.1%
8
8
0.1%
7
13
0.2%
6
12
0.2%
5
20
0.3%
4
38
0.7%
3
67
1.2%
2
107
1.9%
1
292
5.1%
ODIbowling_5_wickets
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ODIbowling_wickets
0.76
ODIbowling_4_wickets
0.70
ODIbowling_balls
0.70
ODIbowling_Runs_given
0.70
ODIbowling_Innings
0.66
Testbowling_wickets
0.50
Testbowling_Runs_given
0.48
ODIbatting_Notouts
0.48
Testbowling_Innings
0.47
Testbowling_5_wickets
0.46
Testbowling_balls
0.45
ODIbatting_Ducks
0.45
ODIbowling_Matches
0.44
ODIbatting_Matches
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_4_WKTS
0.27
T20bowling_MAIDENS
0.26
T20bowling_5_WKTS
0.18
T20batting_Hundereds
0.01
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
5,461
94.6%
1
204
3.5%
2
64
1.1%
3
19
0.3%
4
11
0.2%
5
4
<0.1%
6
3
<0.1%
8
2
<0.1%
9
2
<0.1%
10
1
<0.1%
13
1
<0.1%
7
1
<0.1%
SMALLEST VALUES

0
5,461
94.6%
1
204
3.5%
2
64
1.1%
3
19
0.3%
4
11
0.2%
5
4
<0.1%
6
3
<0.1%
7
1
<0.1%
8
2
<0.1%
9
2
<0.1%
10
1
<0.1%
13
1
<0.1%
LARGEST VALUES

13
1
<0.1%
10
1
<0.1%
9
2
<0.1%
8
2
<0.1%
7
1
<0.1%
6
3
<0.1%
5
4
<0.1%
4
11
0.2%
3
19
0.3%
2
64
1.1%
1
204
3.5%
0
5,461
94.6%
T20batting_Span
MISSING:
---
3,060
53%
-
-
0
436
8%
-
-
2021-2021
409
7%
-
-
2019-2019
315
5%
-
-
2019-2021
98
2%
-
-
2019-2022
70
1%
-
-
2022-2022
62
1%
-
-
2020-2020
61
1%
-
-
2021-2022
59
1%
-
-
2020-2021
55
<1%
-
-
2019-2020
40
<1%
-
-
2008-2008
31
<1%
-
-
2015-2022
27
<1%
-
-
2016-2016
26
<1%
-
-
2015-2015
24
<1%
-
-
2010-2010
22
<1%
-
-
2006-2006
21
<1%
-
-
2009-2009
21
<1%
-
-
2018-2021
21
<1%
-
-
2007-2007
20
<1%
-
-
2012-2012
20
<1%
-
-
2017-2021
20
<1%
-
-
2016-2022
19
<1%
-
-
2014-2014
18
<1%
-
-
2020-2022
17
<1%
-
-
2015-2021
17
<1%
-
-
2018-2018
16
<1%
-
-
2007-2010
16
<1%
-
-
2016-2021
15
<1%
-
-
2018-2022
15
<1%
-
-
2017-2022
15
<1%
-
-
2012-2013
15
<1%
-
-
2010-2021
14
<1%
-
-
2017-2017
14
<1%
-
-
2011-2011
14
<1%
-
-
2014-2022
13
<1%
-
-
2006-2010
13
<1%
-
-
2008-2013
13
<1%
-
-
2013-2013
13
<1%
-
-
2013-2021
12
<1%
-
-
2012-2021
12
<1%
-
-
2018-2019
12
<1%
-
-
2008-2021
11
<1%
-
-
2005-2006
11
<1%
-
-
2006-2014
11
<1%
-
-
2007-2009
11
<1%
-
-
2015-2017
10
<1%
-
-
2014-2021
10
<1%
-
-
2014-2015
10
<1%
-
-
2007-2012
10
<1%
-
-
2011-2021
10
<1%
-
-
2007-2013
10
<1%
-
-
2008-2010
10
<1%
-
-
2015-2019
10
<1%
-
-
2009-2021
9
<1%
-
-
2006-2007
9
<1%
-
-
2015-2016
9
<1%
-
-
2012-2016
9
<1%
-
-
2005-2007
9
<1%
-
-
2013-2019
8
<1%
-
-
2014-2016
385
7%
-
-
(Other)
T20batting_Matches
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20bowling_Matches
1.00
T20batting_Innings
0.94
T20batting_Notouts
0.86
T20batting_BallsFaced
0.84
T20batting_RunsMade
0.83
T20batting_Fours
0.79
T20batting_Sixes
0.78
T20batting_Ducks
0.74
T20bowling_Innings
0.72
T20batting_HighestScore
0.69
T20bowling_OVERS
0.68
T20bowling_RUNS_given
0.68
T20batting_Fifties
0.66
T20bowling_WICKETS
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.40
T20bowling_4_WKTS
0.40
T20batting_Hundereds
0.34
T20bowling_5_WKTS
0.21
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,060
53.0%
4
277
4.8%
3
268
4.6%
2
257
4.5%
1
255
4.4%
5
161
2.8%
6
152
2.6%
7
119
2.1%
8
111
1.9%
9
98
1.7%
10
93
1.6%
11
89
1.5%
12
63
1.1%
13
55
1.0%
14
52
0.9%
SMALLEST VALUES

0
3,060
53.0%
1
255
4.4%
2
257
4.5%
3
268
4.6%
4
277
4.8%
5
161
2.8%
6
152
2.6%
7
119
2.1%
8
111
1.9%
9
98
1.7%
10
93
1.6%
11
89
1.5%
12
63
1.1%
13
55
1.0%
14
52
0.9%
LARGEST VALUES

125
1
<0.1%
124
1
<0.1%
119
1
<0.1%
115
2
<0.1%
112
1
<0.1%
110
1
<0.1%
102
2
<0.1%
101
1
<0.1%
100
1
<0.1%
99
1
<0.1%
98
1
<0.1%
97
1
<0.1%
96
1
<0.1%
95
1
<0.1%
93
1
<0.1%
T20batting_Innings
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_BallsFaced
0.95
T20batting_Matches
0.94
T20bowling_Matches
0.94
T20batting_RunsMade
0.94
T20batting_Fours
0.90
T20batting_Sixes
0.88
T20batting_Notouts
0.79
T20batting_Fifties
0.78
T20batting_HighestScore
0.75
T20batting_Ducks
0.74
T20batting_Average
0.56
T20batting_Strikerate
0.53
T20bowling_Innings
0.53
ODIbatting_Highest-Score
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.41
T20bowling_4_WKTS
0.27
T20bowling_MAIDENS
0.25
T20bowling_5_WKTS
0.12
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,264
56.5%
1
393
6.8%
2
294
5.1%
3
281
4.9%
4
242
4.2%
5
162
2.8%
6
156
2.7%
7
105
1.8%
8
80
1.4%
9
78
1.4%
11
74
1.3%
10
63
1.1%
13
49
0.8%
12
48
0.8%
15
45
0.8%
SMALLEST VALUES

0
3,264
56.5%
1
393
6.8%
2
294
5.1%
3
281
4.9%
4
242
4.2%
5
162
2.8%
6
156
2.7%
7
105
1.8%
8
80
1.4%
9
78
1.4%
10
63
1.1%
11
74
1.3%
12
48
0.8%
13
49
0.8%
14
34
0.6%
LARGEST VALUES

117
1
<0.1%
111
1
<0.1%
108
2
<0.1%
107
2
<0.1%
103
1
<0.1%
101
1
<0.1%
95
1
<0.1%
94
1
<0.1%
91
2
<0.1%
89
2
<0.1%
88
1
<0.1%
85
1
<0.1%
83
2
<0.1%
81
1
<0.1%
80
1
<0.1%
T20batting_Notouts
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_Matches
0.86
T20bowling_Matches
0.86
T20batting_Innings
0.79
T20bowling_Innings
0.68
T20batting_BallsFaced
0.66
T20batting_RunsMade
0.65
T20bowling_RUNS_given
0.64
T20bowling_OVERS
0.64
T20batting_Sixes
0.63
T20bowling_WICKETS
0.61
T20batting_Fours
0.58
T20batting_Ducks
0.57
T20batting_Average
0.49
T20batting_Strikerate
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.39
T20bowling_4_WKTS
0.37
T20batting_Hundereds
0.22
T20bowling_5_WKTS
0.18
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
4,132
71.6%
1
658
11.4%
2
335
5.8%
3
181
3.1%
4
124
2.1%
5
79
1.4%
6
65
1.1%
7
56
1.0%
8
29
0.5%
10
27
0.5%
9
22
0.4%
11
14
0.2%
14
10
0.2%
12
10
0.2%
13
7
0.1%
SMALLEST VALUES

0
4,132
71.6%
1
658
11.4%
2
335
5.8%
3
181
3.1%
4
124
2.1%
5
79
1.4%
6
65
1.1%
7
56
1.0%
8
29
0.5%
9
22
0.4%
10
27
0.5%
11
14
0.2%
12
10
0.2%
13
7
0.1%
14
10
0.2%
LARGEST VALUES

42
1
<0.1%
33
1
<0.1%
27
1
<0.1%
25
2
<0.1%
23
1
<0.1%
22
2
<0.1%
21
3
<0.1%
19
4
<0.1%
18
3
<0.1%
17
2
<0.1%
16
2
<0.1%
15
2
<0.1%
14
10
0.2%
13
7
0.1%
12
10
0.2%
T20batting_RunsMade
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_BallsFaced
0.99
T20batting_Fours
0.98
T20batting_Innings
0.94
T20batting_Sixes
0.93
T20batting_Fifties
0.92
T20batting_Matches
0.83
T20bowling_Matches
0.83
T20batting_HighestScore
0.73
T20batting_Notouts
0.65
T20batting_Ducks
0.61
T20batting_Average
0.55
ODIbatting_Hundereds
0.53
ODIbatting_RunsMade
0.50
ODIbatting_Highest-Score
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.53
T20bowling_4_WKTS
0.16
T20bowling_MAIDENS
0.12
T20bowling_5_WKTS
0.06
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,388
58.7%
1
93
1.6%
2
81
1.4%
4
58
1.0%
5
52
0.9%
3
44
0.8%
8
42
0.7%
7
42
0.7%
6
40
0.7%
15
39
0.7%
11
34
0.6%
17
31
0.5%
12
29
0.5%
16
29
0.5%
19
29
0.5%
SMALLEST VALUES

0
3,388
58.7%
1
93
1.6%
2
81
1.4%
3
44
0.8%
4
58
1.0%
5
52
0.9%
6
40
0.7%
7
42
0.7%
8
42
0.7%
9
28
0.5%
10
28
0.5%
11
34
0.6%
12
29
0.5%
13
25
0.4%
14
27
0.5%
LARGEST VALUES

3313
1
<0.1%
3299
1
<0.1%
3296
1
<0.1%
2776
1
<0.1%
2741
1
<0.1%
2686
1
<0.1%
2554
1
<0.1%
2514
1
<0.1%
2458
1
<0.1%
2435
1
<0.1%
2140
2
<0.1%
2021
1
<0.1%
2015
1
<0.1%
2002
1
<0.1%
1982
1
<0.1%
T20batting_HighestScore
MISSING:
930
(16%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_Average
0.89
T20batting_Strikerate
0.81
T20batting_Innings
0.75
T20batting_BallsFaced
0.74
T20batting_RunsMade
0.73
T20batting_Fours
0.71
T20batting_Matches
0.69
T20bowling_Matches
0.69
T20batting_Sixes
0.66
T20batting_Fifties
0.62
T20batting_Ducks
0.57
T20batting_Notouts
0.48
T20bowling_ECONOMY
0.36
T20bowling_Innings
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.23
T20bowling_MAIDENS
0.11
T20bowling_4_WKTS
0.10
T20bowling_5_WKTS
0.08
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
3,336
68.9%
1.0
51
1.1%
8.0
49
1.0%
5.0
48
1.0%
2.0
45
0.9%
9.0
40
0.8%
3.0
40
0.8%
4.0
39
0.8%
22.0
38
0.8%
7.0
36
0.7%
16.0
33
0.7%
13.0
33
0.7%
6.0
32
0.7%
10.0
31
0.6%
18.0
30
0.6%
SMALLEST VALUES

0.0
3,336
68.9%
1.0
51
1.1%
2.0
45
0.9%
3.0
40
0.8%
4.0
39
0.8%
5.0
48
1.0%
6.0
32
0.7%
7.0
36
0.7%
8.0
49
1.0%
9.0
40
0.8%
10.0
31
0.6%
11.0
28
0.6%
12.0
24
0.5%
13.0
33
0.7%
14.0
29
0.6%
LARGEST VALUES

172.0
1
<0.1%
124.0
1
<0.1%
123.0
1
<0.1%
122.0
2
<0.1%
119.0
1
<0.1%
118.0
1
<0.1%
117.0
1
<0.1%
112.0
1
<0.1%
108.0
1
<0.1%
107.0
2
<0.1%
105.0
1
<0.1%
104.0
1
<0.1%
103.0
3
<0.1%
101.0
3
<0.1%
100.0
3
<0.1%
T20batting_Average
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_HighestScore
0.89
T20batting_Strikerate
0.78
T20batting_BallsFaced
0.56
T20batting_Innings
0.56
T20batting_RunsMade
0.55
T20batting_Matches
0.53
T20bowling_Matches
0.53
T20batting_Fours
0.53
T20batting_Sixes
0.50
T20batting_Notouts
0.49
T20batting_Fifties
0.46
T20batting_Ducks
0.37
T20bowling_ECONOMY
0.33
T20bowling_Strikerate
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.29
T20bowling_MAIDENS
0.19
T20bowling_4_WKTS
0.14
T20bowling_5_WKTS
0.09
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
3,564
61.7%
2.0
61
1.1%
1.0
55
1.0%
4.0
50
0.9%
5.0
43
0.7%
8.0
39
0.7%
7.0
37
0.6%
6.0
33
0.6%
3.0
32
0.6%
16.0
29
0.5%
10.0
28
0.5%
14.0
27
0.5%
11.0
24
0.4%
12.0
24
0.4%
9.0
24
0.4%
SMALLEST VALUES

0.0
3,564
61.7%
0.25
1
<0.1%
0.28
1
<0.1%
0.33
1
<0.1%
0.5
11
0.2%
0.66
6
0.1%
0.75
2
<0.1%
1.0
55
1.0%
1.2
1
<0.1%
1.25
1
<0.1%
1.33
4
<0.1%
1.5
12
0.2%
1.6
1
<0.1%
1.66
2
<0.1%
1.75
1
<0.1%
LARGEST VALUES

98.0
1
<0.1%
84.0
1
<0.1%
82.0
1
<0.1%
78.0
1
<0.1%
76.0
1
<0.1%
69.0
1
<0.1%
68.5
1
<0.1%
68.0
1
<0.1%
65.75
1
<0.1%
64.66
1
<0.1%
58.0
1
<0.1%
57.33
1
<0.1%
57.0
1
<0.1%
55.33
1
<0.1%
54.0
1
<0.1%
T20batting_BallsFaced
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_RunsMade
0.99
T20batting_Fours
0.98
T20batting_Innings
0.95
T20batting_Sixes
0.91
T20batting_Fifties
0.90
T20batting_Matches
0.84
T20bowling_Matches
0.84
T20batting_HighestScore
0.74
T20batting_Notouts
0.66
T20batting_Ducks
0.62
T20batting_Average
0.56
ODIbatting_Hundereds
0.52
ODIbatting_RunsMade
0.50
ODIbatting_Highest-Score
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.49
T20bowling_4_WKTS
0.17
T20bowling_MAIDENS
0.13
T20bowling_5_WKTS
0.06
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,295
57.1%
1
73
1.3%
2
58
1.0%
7
55
1.0%
3
53
0.9%
4
52
0.9%
6
49
0.8%
5
41
0.7%
8
39
0.7%
10
39
0.7%
16
36
0.6%
17
36
0.6%
12
35
0.6%
9
33
0.6%
14
33
0.6%
SMALLEST VALUES

0
3,295
57.1%
1
73
1.3%
2
58
1.0%
3
53
0.9%
4
52
0.9%
5
41
0.7%
6
49
0.8%
7
55
1.0%
8
39
0.7%
9
33
0.6%
10
39
0.7%
11
30
0.5%
12
35
0.6%
13
30
0.5%
14
33
0.6%
LARGEST VALUES

2413
1
<0.1%
2394
1
<0.1%
2374
1
<0.1%
2075
1
<0.1%
2061
1
<0.1%
2060
1
<0.1%
1938
1
<0.1%
1892
1
<0.1%
1818
1
<0.1%
1805
1
<0.1%
1693
1
<0.1%
1630
1
<0.1%
1593
1
<0.1%
1571
1
<0.1%
1567
1
<0.1%
T20batting_Strikerate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_HighestScore
0.81
T20batting_Average
0.78
T20batting_Matches
0.55
T20bowling_Matches
0.55
T20batting_Innings
0.53
T20bowling_ECONOMY
0.51
T20batting_Notouts
0.49
T20bowling_Strikerate
0.45
T20batting_BallsFaced
0.45
T20batting_Ducks
0.44
T20batting_RunsMade
0.44
T20bowling_AVERAGE
0.42
T20batting_Sixes
0.42
T20batting_Fours
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.29
T20bowling_4_WKTS
0.22
T20batting_Hundereds
0.19
T20bowling_5_WKTS
0.13
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
3,388
58.7%
100.0
105
1.8%
50.0
80
1.4%
66.66
34
0.6%
33.33
27
0.5%
75.0
23
0.4%
85.71
18
0.3%
40.0
18
0.3%
20.0
17
0.3%
60.0
17
0.3%
83.33
15
0.3%
25.0
15
0.3%
80.0
15
0.3%
57.14
14
0.2%
125.0
13
0.2%
SMALLEST VALUES

0.0
3,388
58.7%
5.88
1
<0.1%
7.14
1
<0.1%
10.0
1
<0.1%
11.11
1
<0.1%
11.76
1
<0.1%
12.5
3
<0.1%
14.28
2
<0.1%
15.38
1
<0.1%
16.66
11
0.2%
17.5
1
<0.1%
18.18
1
<0.1%
18.75
1
<0.1%
20.0
17
0.3%
21.05
1
<0.1%
LARGEST VALUES

600.0
1
<0.1%
400.0
2
<0.1%
300.0
1
<0.1%
271.42
1
<0.1%
266.66
1
<0.1%
260.0
1
<0.1%
250.0
4
<0.1%
244.44
1
<0.1%
228.35
1
<0.1%
227.27
1
<0.1%
225.0
1
<0.1%
216.66
2
<0.1%
214.28
1
<0.1%
213.51
1
<0.1%
208.69
1
<0.1%
T20batting_Hundereds
MISSING:
---
TOP CATEGORIES

0
5,708
99%
1
55
<1%
2
7
<1%
3
2
<1%
4
1
<1%
ALL
5,773
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
T20batting_Hundereds
PROVIDES INFORMATION ON...

Testbowling_bestbowlingInnings
1.00
Testbowling_bestbowlingMatch
1.00
ODIbowling_bestbowling
1.00
T20bowlin_bestbowling
1.00
T20bowling_MAIDENS
0.00
T20bowling_4_WKTS
0.00
T20bowling_5_WKTS
0.00

THESE FEATURES
GIVE INFORMATION
ON T20batting_Hundereds:

T20bowling_MAIDENS
0.01
T20bowling_4_WKTS
0.01
T20bowling_5_WKTS
0.00
Testbowling_bestbowlingInnings
-0.00
Testbowling_bestbowlingMatch
-0.00
ODIbowling_bestbowling
-0.00
T20bowlin_bestbowling
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
T20batting_Hundereds
CORRELATION RATIO WITH...

T20batting_Sixes
0.60
T20batting_Fifties
0.55
T20batting_Fours
0.53
T20batting_RunsMade
0.53
T20batting_BallsFaced
0.49
T20batting_Innings
0.41
T20batting_Matches
0.34
T20bowling_Matches
0.34
T20batting_Average
0.29
ODIbatting_Hundereds
0.29
T20batting_Ducks
0.25
T20batting_HighestScore
0.23
T20batting_Notouts
0.22
ODIbatting_RunsMade
0.21
T20batting_Fifties
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_Fours
0.93
T20batting_RunsMade
0.92
T20batting_BallsFaced
0.90
T20batting_Sixes
0.85
T20batting_Innings
0.78
T20batting_Matches
0.66
T20bowling_Matches
0.66
T20batting_HighestScore
0.62
ODIbatting_Hundereds
0.55
T20batting_Notouts
0.48
T20batting_Ducks
0.47
T20batting_Average
0.46
ODIbatting_RunsMade
0.46
ODIbatting_Fifties
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.55
T20bowling_4_WKTS
0.10
T20bowling_MAIDENS
0.05
T20bowling_5_WKTS
0.01
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
5,264
91.2%
1
217
3.8%
2
96
1.7%
3
62
1.1%
4
32
0.6%
5
26
0.5%
6
19
0.3%
7
14
0.2%
8
8
0.1%
9
6
0.1%
11
6
0.1%
10
5
<0.1%
14
4
<0.1%
13
3
<0.1%
20
2
<0.1%
SMALLEST VALUES

0
5,264
91.2%
1
217
3.8%
2
96
1.7%
3
62
1.1%
4
32
0.6%
5
26
0.5%
6
19
0.3%
7
14
0.2%
8
8
0.1%
9
6
0.1%
10
5
<0.1%
11
6
0.1%
12
2
<0.1%
13
3
<0.1%
14
4
<0.1%
LARGEST VALUES

30
1
<0.1%
26
2
<0.1%
21
1
<0.1%
20
2
<0.1%
16
2
<0.1%
15
1
<0.1%
14
4
<0.1%
13
3
<0.1%
12
2
<0.1%
11
6
0.1%
10
5
<0.1%
9
6
0.1%
8
8
0.1%
7
14
0.2%
6
19
0.3%
T20batting_Ducks
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_Innings
0.74
T20batting_Matches
0.74
T20bowling_Matches
0.74
T20batting_BallsFaced
0.62
T20batting_RunsMade
0.61
T20batting_Fours
0.59
T20batting_Sixes
0.58
T20batting_Notouts
0.57
T20batting_HighestScore
0.57
T20bowling_Innings
0.51
T20bowling_RUNS_given
0.48
T20bowling_OVERS
0.47
T20batting_Fifties
0.47
T20bowling_WICKETS
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_4_WKTS
0.28
T20bowling_MAIDENS
0.28
T20batting_Hundereds
0.25
T20bowling_5_WKTS
0.17
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
4,550
78.8%
1
691
12.0%
2
282
4.9%
3
126
2.2%
4
54
0.9%
5
26
0.5%
6
23
0.4%
7
8
0.1%
8
5
<0.1%
9
4
<0.1%
10
3
<0.1%
12
1
<0.1%
SMALLEST VALUES

0
4,550
78.8%
1
691
12.0%
2
282
4.9%
3
126
2.2%
4
54
0.9%
5
26
0.5%
6
23
0.4%
7
8
0.1%
8
5
<0.1%
9
4
<0.1%
10
3
<0.1%
12
1
<0.1%
LARGEST VALUES

12
1
<0.1%
10
3
<0.1%
9
4
<0.1%
8
5
<0.1%
7
8
0.1%
6
23
0.4%
5
26
0.5%
4
54
0.9%
3
126
2.2%
2
282
4.9%
1
691
12.0%
0
4,550
78.8%
T20batting_Fours
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_RunsMade
0.98
T20batting_BallsFaced
0.98
T20batting_Fifties
0.93
T20batting_Innings
0.90
T20batting_Sixes
0.89
T20batting_Matches
0.79
T20bowling_Matches
0.79
T20batting_HighestScore
0.71
T20batting_Ducks
0.59
T20batting_Notouts
0.58
ODIbatting_Hundereds
0.55
T20batting_Average
0.53
ODIbatting_RunsMade
0.50
ODIbatting_Highest-Score
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.53
T20bowling_4_WKTS
0.15
T20bowling_MAIDENS
0.09
T20bowling_5_WKTS
0.04
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,915
67.8%
1
328
5.7%
2
201
3.5%
3
162
2.8%
4
127
2.2%
6
87
1.5%
7
71
1.2%
5
69
1.2%
9
49
0.8%
8
48
0.8%
11
47
0.8%
12
34
0.6%
15
34
0.6%
13
34
0.6%
10
32
0.6%
SMALLEST VALUES

0
3,915
67.8%
1
328
5.7%
2
201
3.5%
3
162
2.8%
4
127
2.2%
5
69
1.2%
6
87
1.5%
7
71
1.2%
8
48
0.8%
9
49
0.8%
10
32
0.6%
11
47
0.8%
12
34
0.6%
13
34
0.6%
14
24
0.4%
LARGEST VALUES

319
1
<0.1%
298
1
<0.1%
293
1
<0.1%
287
1
<0.1%
278
1
<0.1%
273
1
<0.1%
251
1
<0.1%
250
1
<0.1%
225
1
<0.1%
223
1
<0.1%
202
1
<0.1%
199
1
<0.1%
196
1
<0.1%
193
1
<0.1%
191
1
<0.1%
T20batting_Sixes
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_RunsMade
0.93
T20batting_BallsFaced
0.91
T20batting_Fours
0.89
T20batting_Innings
0.88
T20batting_Fifties
0.85
T20batting_Matches
0.78
T20bowling_Matches
0.78
T20batting_HighestScore
0.66
T20batting_Notouts
0.63
T20batting_Ducks
0.58
T20batting_Average
0.50
ODIbatting_Hundereds
0.45
ODIbatting_Highest-Score
0.44
ODIbatting_RunsMade
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20batting_Hundereds
0.60
T20bowling_4_WKTS
0.14
T20bowling_MAIDENS
0.12
T20bowling_5_WKTS
0.06
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
4,365
75.6%
1
369
6.4%
2
174
3.0%
3
141
2.4%
4
85
1.5%
5
78
1.4%
6
74
1.3%
7
44
0.8%
8
42
0.7%
11
32
0.6%
10
25
0.4%
9
23
0.4%
14
21
0.4%
15
21
0.4%
13
19
0.3%
SMALLEST VALUES

0
4,365
75.6%
1
369
6.4%
2
174
3.0%
3
141
2.4%
4
85
1.5%
5
78
1.4%
6
74
1.3%
7
44
0.8%
8
42
0.7%
9
23
0.4%
10
25
0.4%
11
32
0.6%
12
16
0.3%
13
19
0.3%
14
21
0.4%
LARGEST VALUES

165
1
<0.1%
155
1
<0.1%
124
1
<0.1%
120
1
<0.1%
113
1
<0.1%
110
1
<0.1%
107
1
<0.1%
99
2
<0.1%
97
1
<0.1%
96
1
<0.1%
92
1
<0.1%
91
1
<0.1%
90
1
<0.1%
85
1
<0.1%
83
1
<0.1%
T20bowling_Span
MISSING:
---
3,060
53%
-
-
0
436
8%
-
-
2021-2021
409
7%
-
-
2019-2019
315
5%
-
-
2019-2021
98
2%
-
-
2019-2022
70
1%
-
-
2022-2022
62
1%
-
-
2020-2020
61
1%
-
-
2021-2022
59
1%
-
-
2020-2021
55
<1%
-
-
2019-2020
40
<1%
-
-
2008-2008
31
<1%
-
-
2015-2022
27
<1%
-
-
2016-2016
26
<1%
-
-
2015-2015
24
<1%
-
-
2010-2010
22
<1%
-
-
2006-2006
21
<1%
-
-
2009-2009
21
<1%
-
-
2018-2021
21
<1%
-
-
2007-2007
20
<1%
-
-
2012-2012
20
<1%
-
-
2017-2021
20
<1%
-
-
2016-2022
19
<1%
-
-
2014-2014
18
<1%
-
-
2020-2022
17
<1%
-
-
2015-2021
17
<1%
-
-
2018-2018
16
<1%
-
-
2007-2010
16
<1%
-
-
2016-2021
15
<1%
-
-
2018-2022
15
<1%
-
-
2017-2022
15
<1%
-
-
2012-2013
15
<1%
-
-
2010-2021
14
<1%
-
-
2017-2017
14
<1%
-
-
2011-2011
14
<1%
-
-
2014-2022
13
<1%
-
-
2006-2010
13
<1%
-
-
2008-2013
13
<1%
-
-
2013-2013
13
<1%
-
-
2013-2021
12
<1%
-
-
2012-2021
12
<1%
-
-
2018-2019
12
<1%
-
-
2008-2021
11
<1%
-
-
2005-2006
11
<1%
-
-
2006-2014
11
<1%
-
-
2007-2009
11
<1%
-
-
2015-2017
10
<1%
-
-
2014-2021
10
<1%
-
-
2014-2015
10
<1%
-
-
2007-2012
10
<1%
-
-
2011-2021
10
<1%
-
-
2007-2013
10
<1%
-
-
2008-2010
10
<1%
-
-
2015-2019
10
<1%
-
-
2009-2021
9
<1%
-
-
2006-2007
9
<1%
-
-
2015-2016
9
<1%
-
-
2012-2016
9
<1%
-
-
2005-2007
9
<1%
-
-
2013-2019
8
<1%
-
-
2014-2016
385
7%
-
-
(Other)
T20bowling_Matches
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20batting_Matches
1.00
T20batting_Innings
0.94
T20batting_Notouts
0.86
T20batting_BallsFaced
0.84
T20batting_RunsMade
0.83
T20batting_Fours
0.79
T20batting_Sixes
0.78
T20batting_Ducks
0.74
T20bowling_Innings
0.72
T20batting_HighestScore
0.69
T20bowling_OVERS
0.68
T20bowling_RUNS_given
0.68
T20batting_Fifties
0.66
T20bowling_WICKETS
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.40
T20bowling_4_WKTS
0.40
T20batting_Hundereds
0.34
T20bowling_5_WKTS
0.21
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,060
53.0%
4
277
4.8%
3
268
4.6%
2
257
4.5%
1
255
4.4%
5
161
2.8%
6
152
2.6%
7
119
2.1%
8
111
1.9%
9
98
1.7%
10
93
1.6%
11
89
1.5%
12
63
1.1%
13
55
1.0%
14
52
0.9%
SMALLEST VALUES

0
3,060
53.0%
1
255
4.4%
2
257
4.5%
3
268
4.6%
4
277
4.8%
5
161
2.8%
6
152
2.6%
7
119
2.1%
8
111
1.9%
9
98
1.7%
10
93
1.6%
11
89
1.5%
12
63
1.1%
13
55
1.0%
14
52
0.9%
LARGEST VALUES

125
1
<0.1%
124
1
<0.1%
119
1
<0.1%
115
2
<0.1%
112
1
<0.1%
110
1
<0.1%
102
2
<0.1%
101
1
<0.1%
100
1
<0.1%
99
1
<0.1%
98
1
<0.1%
97
1
<0.1%
96
1
<0.1%
95
1
<0.1%
93
1
<0.1%
T20bowling_Innings
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20bowling_OVERS
0.99
T20bowling_RUNS_given
0.98
T20bowling_WICKETS
0.96
T20batting_Matches
0.72
T20bowling_Matches
0.72
T20batting_Notouts
0.68
T20batting_Innings
0.53
T20batting_Ducks
0.51
ODIbowling_Runs_given
0.49
T20bowling_Strikerate
0.46
ODIbowling_Innings
0.46
T20bowling_ECONOMY
0.45
ODIbowling_wickets
0.45
ODIbowling_balls
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.63
T20bowling_4_WKTS
0.60
T20bowling_5_WKTS
0.33
T20batting_Hundereds
0.09
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,919
67.9%
1
301
5.2%
2
224
3.9%
3
188
3.3%
4
160
2.8%
5
112
1.9%
7
90
1.6%
6
89
1.5%
9
70
1.2%
8
69
1.2%
10
57
1.0%
11
45
0.8%
12
38
0.7%
13
30
0.5%
14
27
0.5%
SMALLEST VALUES

0
3,919
67.9%
1
301
5.2%
2
224
3.9%
3
188
3.3%
4
160
2.8%
5
112
1.9%
6
89
1.5%
7
90
1.6%
8
69
1.2%
9
70
1.2%
10
57
1.0%
11
45
0.8%
12
38
0.7%
13
30
0.5%
14
27
0.5%
LARGEST VALUES

97
1
<0.1%
95
1
<0.1%
90
1
<0.1%
87
1
<0.1%
83
1
<0.1%
79
1
<0.1%
77
1
<0.1%
74
1
<0.1%
73
1
<0.1%
70
1
<0.1%
68
1
<0.1%
67
1
<0.1%
64
2
<0.1%
63
3
<0.1%
61
3
<0.1%
T20bowling_OVERS
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20bowling_RUNS_given
0.99
T20bowling_Innings
0.99
T20bowling_WICKETS
0.98
T20batting_Matches
0.68
T20bowling_Matches
0.68
T20batting_Notouts
0.64
ODIbowling_Runs_given
0.49
T20batting_Ducks
0.47
ODIbowling_wickets
0.47
T20batting_Innings
0.46
ODIbowling_balls
0.45
ODIbowling_Innings
0.45
ODIbowling_4_wickets
0.44
T20bowling_Strikerate
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.65
T20bowling_4_WKTS
0.63
T20bowling_5_WKTS
0.35
T20batting_Hundereds
0.06
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,933
68.1%
1
107
1.9%
2
98
1.7%
3
98
1.7%
4
89
1.5%
8
70
1.2%
7
67
1.2%
5
64
1.1%
12
55
1.0%
6
53
0.9%
10
53
0.9%
11
51
0.9%
13
50
0.9%
9
44
0.8%
16
41
0.7%
SMALLEST VALUES

0
3,933
68.1%
1
107
1.9%
2
98
1.7%
3
98
1.7%
4
89
1.5%
5
64
1.1%
6
53
0.9%
7
67
1.2%
8
70
1.2%
9
44
0.8%
10
53
0.9%
11
51
0.9%
12
55
1.0%
13
50
0.9%
14
33
0.6%
LARGEST VALUES

361
1
<0.1%
354
1
<0.1%
332
1
<0.1%
299
1
<0.1%
287
1
<0.1%
259
1
<0.1%
253
1
<0.1%
250
1
<0.1%
238
1
<0.1%
230
1
<0.1%
226
1
<0.1%
225
1
<0.1%
223
1
<0.1%
221
1
<0.1%
219
1
<0.1%
T20bowling_MAIDENS
MISSING:
---
TOP CATEGORIES

0
5,347
93%
1
265
5%
2
90
2%
3
43
<1%
4
13
<1%
5
9
<1%
6
5
<1%
8
1
<1%
ALL
5,773
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
T20bowling_MAIDENS
PROVIDES INFORMATION ON...

Testbowling_bestbowlingInnings
1.00
Testbowling_bestbowlingMatch
1.00
ODIbowling_bestbowling
1.00
T20bowlin_bestbowling
1.00
T20bowling_4_WKTS
0.20
T20bowling_5_WKTS
0.17
T20batting_Hundereds
0.01

THESE FEATURES
GIVE INFORMATION
ON T20bowling_MAIDENS:

T20bowling_4_WKTS
0.12
T20bowling_5_WKTS
0.03
T20batting_Hundereds
0.00
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
T20bowling_MAIDENS
CORRELATION RATIO WITH...

T20bowling_OVERS
0.65
T20bowling_WICKETS
0.64
T20bowling_Innings
0.63
T20bowling_RUNS_given
0.62
T20batting_Matches
0.40
T20bowling_Matches
0.40
T20batting_Notouts
0.39
T20bowling_Strikerate
0.35
ODIbowling_Runs_given
0.31
T20bowling_ECONOMY
0.31
ODIbowling_wickets
0.30
ODIbowling_balls
0.29
ODIbowling_4_wickets
0.29
T20batting_Strikerate
0.29
T20bowling_RUNS_given
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20bowling_OVERS
0.99
T20bowling_Innings
0.98
T20bowling_WICKETS
0.97
T20batting_Matches
0.68
T20bowling_Matches
0.68
T20batting_Notouts
0.64
ODIbowling_Runs_given
0.49
T20batting_Ducks
0.48
ODIbowling_wickets
0.47
T20batting_Innings
0.46
ODIbowling_Innings
0.45
ODIbowling_balls
0.45
ODIbowling_4_wickets
0.45
T20bowling_ECONOMY
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.62
T20bowling_4_WKTS
0.61
T20bowling_5_WKTS
0.33
T20batting_Hundereds
0.06
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
3,919
67.9%
12
23
0.4%
16
18
0.3%
49
18
0.3%
22
18
0.3%
21
18
0.3%
13
17
0.3%
79
16
0.3%
9
15
0.3%
67
15
0.3%
42
15
0.3%
14
15
0.3%
58
14
0.2%
25
14
0.2%
32
13
0.2%
SMALLEST VALUES

0
3,919
67.9%
1
5
<0.1%
2
2
<0.1%
3
5
<0.1%
4
6
0.1%
5
7
0.1%
6
5
<0.1%
7
8
0.1%
8
11
0.2%
9
15
0.3%
10
11
0.2%
11
12
0.2%
12
23
0.4%
13
17
0.3%
14
15
0.3%
LARGEST VALUES

2729
1
<0.1%
2396
1
<0.1%
2366
1
<0.1%
2250
1
<0.1%
2225
1
<0.1%
2074
1
<0.1%
2036
1
<0.1%
1840
1
<0.1%
1824
1
<0.1%
1723
1
<0.1%
1717
1
<0.1%
1710
1
<0.1%
1642
1
<0.1%
1591
1
<0.1%
1530
1
<0.1%
T20bowling_WICKETS
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20bowling_OVERS
0.98
T20bowling_RUNS_given
0.97
T20bowling_Innings
0.96
T20batting_Matches
0.65
T20bowling_Matches
0.65
T20batting_Notouts
0.61
ODIbowling_Runs_given
0.46
T20batting_Ducks
0.46
ODIbowling_wickets
0.45
ODIbowling_4_wickets
0.43
T20batting_Innings
0.43
ODIbowling_balls
0.42
ODIbowling_Innings
0.42
T20bowling_ECONOMY
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_4_WKTS
0.69
T20bowling_MAIDENS
0.64
T20bowling_5_WKTS
0.41
T20batting_Hundereds
0.05
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0
4,203
72.8%
1
224
3.9%
2
170
2.9%
3
147
2.5%
4
133
2.3%
5
105
1.8%
6
81
1.4%
7
71
1.2%
8
60
1.0%
9
53
0.9%
11
40
0.7%
10
39
0.7%
13
33
0.6%
12
32
0.6%
14
31
0.5%
SMALLEST VALUES

0
4,203
72.8%
1
224
3.9%
2
170
2.9%
3
147
2.5%
4
133
2.3%
5
105
1.8%
6
81
1.4%
7
71
1.2%
8
60
1.0%
9
53
0.9%
10
39
0.7%
11
40
0.7%
12
32
0.6%
13
33
0.6%
14
31
0.5%
LARGEST VALUES

119
1
<0.1%
111
1
<0.1%
107
1
<0.1%
105
1
<0.1%
98
1
<0.1%
87
1
<0.1%
85
2
<0.1%
83
1
<0.1%
81
1
<0.1%
80
1
<0.1%
78
1
<0.1%
76
1
<0.1%
74
1
<0.1%
73
2
<0.1%
71
1
<0.1%
T20bowlin_bestbowling
MISSING:
1,570
(27%)
TOP CATEGORIES

0.0
4,203
100%
ALL
4,203
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
T20bowlin_bestbowling
PROVIDES INFORMATION ON...

Testbowling_bestbowlingInnings
1.00
Testbowling_bestbowlingMatch
1.00
ODIbowling_bestbowling
1.00
T20bowling_5_WKTS
0.00
T20bowling_MAIDENS
0.00
T20batting_Hundereds
-0.00
T20bowling_4_WKTS
-0.00

THESE FEATURES
GIVE INFORMATION
ON T20bowlin_bestbowling:

Testbowling_bestbowlingInnings
1.00
Testbowling_bestbowlingMatch
1.00
ODIbowling_bestbowling
1.00
T20batting_Hundereds
1.00
T20bowling_MAIDENS
1.00
T20bowling_4_WKTS
1.00
T20bowling_5_WKTS
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
T20bowlin_bestbowling
CORRELATION RATIO WITH...

Unnamed: 0
0.00
TESTbatting_Matches
0.00
TESTbatting_Innings
0.00
TESTbatting_Not-Outs
0.00
TESTbatting_RunsMade
0.00
TESTbattingHighest-Score
0.00
TESTbatting_Average
0.00
TESTbatting_Hundereds
0.00
TESTbatting_Fifties
0.00
TESTbatting_Ducks
0.00
Testbowling_Matches
0.00
Testbowling_Innings
0.00
Testbowling_balls
0.00
Testbowling_Runs_given
0.00
T20bowling_AVERAGE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20bowling_Strikerate
0.97
T20bowling_ECONOMY
0.68
T20bowling_Innings
0.43
T20batting_Strikerate
0.42
T20bowling_RUNS_given
0.41
T20bowling_OVERS
0.39
T20bowling_WICKETS
0.33
T20batting_Matches
0.31
T20bowling_Matches
0.31
T20batting_HighestScore
0.30
T20batting_Notouts
0.29
Unnamed: 0
0.27
T20batting_Average
0.27
T20batting_Innings
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.28
T20bowling_4_WKTS
0.16
T20batting_Hundereds
0.10
T20bowling_5_WKTS
0.07
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
4,203
72.8%
19.0
21
0.4%
22.0
16
0.3%
15.0
16
0.3%
16.0
14
0.2%
12.0
14
0.2%
18.0
13
0.2%
29.0
13
0.2%
32.0
13
0.2%
13.0
12
0.2%
49.0
12
0.2%
25.0
11
0.2%
21.0
11
0.2%
17.0
10
0.2%
24.0
10
0.2%
SMALLEST VALUES

0.0
4,203
72.8%
1.0
3
<0.1%
1.33
1
<0.1%
2.0
1
<0.1%
2.5
1
<0.1%
3.0
2
<0.1%
3.5
1
<0.1%
3.66
1
<0.1%
4.0
2
<0.1%
4.33
1
<0.1%
4.5
2
<0.1%
5.0
2
<0.1%
5.25
1
<0.1%
6.0
4
<0.1%
6.22
1
<0.1%
LARGEST VALUES

178.0
1
<0.1%
141.0
1
<0.1%
136.0
2
<0.1%
128.0
1
<0.1%
123.0
2
<0.1%
120.0
1
<0.1%
118.0
2
<0.1%
116.0
1
<0.1%
115.0
1
<0.1%
114.0
1
<0.1%
113.0
1
<0.1%
108.0
1
<0.1%
106.0
2
<0.1%
105.0
1
<0.1%
104.0
2
<0.1%
T20bowling_ECONOMY
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20bowling_AVERAGE
0.68
T20bowling_Strikerate
0.66
T20batting_Strikerate
0.51
T20bowling_Innings
0.45
T20bowling_RUNS_given
0.44
T20bowling_OVERS
0.42
T20bowling_WICKETS
0.40
Unnamed: 0
0.38
T20batting_HighestScore
0.36
T20batting_Matches
0.35
T20bowling_Matches
0.35
T20batting_Average
0.33
T20batting_Notouts
0.32
T20batting_Ducks
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.31
T20bowling_4_WKTS
0.24
T20bowling_5_WKTS
0.12
T20batting_Hundereds
0.06
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
3,919
67.9%
8.0
39
0.7%
9.0
33
0.6%
7.0
30
0.5%
6.0
23
0.4%
12.0
22
0.4%
11.0
21
0.4%
10.0
21
0.4%
7.5
21
0.4%
6.5
19
0.3%
8.5
15
0.3%
9.5
14
0.2%
6.75
12
0.2%
13.0
12
0.2%
5.0
12
0.2%
SMALLEST VALUES

0.0
3,919
67.9%
1.0
2
<0.1%
1.33
1
<0.1%
1.5
2
<0.1%
2.0
2
<0.1%
2.25
1
<0.1%
2.4
1
<0.1%
2.5
3
<0.1%
3.0
8
0.1%
3.07
1
<0.1%
3.4
2
<0.1%
3.42
2
<0.1%
3.5
2
<0.1%
3.71
1
<0.1%
3.75
1
<0.1%
LARGEST VALUES

36.0
1
<0.1%
24.0
3
<0.1%
22.0
1
<0.1%
21.0
4
<0.1%
20.0
1
<0.1%
19.0
1
<0.1%
18.5
2
<0.1%
18.0
3
<0.1%
17.5
1
<0.1%
17.33
1
<0.1%
17.0
4
<0.1%
16.9
1
<0.1%
16.8
1
<0.1%
16.5
1
<0.1%
16.25
1
<0.1%
T20bowling_Strikerate
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

T20bowling_AVERAGE
0.97
T20bowling_ECONOMY
0.66
T20bowling_Innings
0.46
T20batting_Strikerate
0.45
T20bowling_RUNS_given
0.44
T20bowling_OVERS
0.43
T20bowling_WICKETS
0.36
T20batting_Matches
0.33
T20bowling_Matches
0.33
T20batting_HighestScore
0.32
T20batting_Notouts
0.32
Unnamed: 0
0.29
T20batting_Average
0.29
T20batting_Innings
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

T20bowling_MAIDENS
0.35
T20bowling_4_WKTS
0.18
T20bowling_5_WKTS
0.09
T20batting_Hundereds
0.08
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00
MOST FREQUENT VALUES

0.0
4,203
72.8%
24.0
76
1.3%
18.0
73
1.3%
12.0
50
0.9%
30.0
47
0.8%
15.0
39
0.7%
16.0
38
0.7%
21.0
38
0.7%
36.0
33
0.6%
6.0
25
0.4%
20.0
22
0.4%
27.0
21
0.4%
22.0
20
0.3%
42.0
20
0.3%
9.0
18
0.3%
SMALLEST VALUES

0.0
4,203
72.8%
2.0
2
<0.1%
3.7
1
<0.1%
4.0
1
<0.1%
4.6
2
<0.1%
5.0
1
<0.1%
5.5
1
<0.1%
6.0
25
0.4%
6.5
1
<0.1%
6.6
1
<0.1%
7.1
1
<0.1%
7.3
2
<0.1%
7.5
3
<0.1%
7.6
1
<0.1%
7.8
2
<0.1%
LARGEST VALUES

136.0
1
<0.1%
114.0
1
<0.1%
96.0
1
<0.1%
93.0
1
<0.1%
90.0
1
<0.1%
84.0
1
<0.1%
83.0
1
<0.1%
81.0
1
<0.1%
79.0
1
<0.1%
78.0
2
<0.1%
74.0
1
<0.1%
73.0
1
<0.1%
72.0
4
<0.1%
68.0
1
<0.1%
67.5
1
<0.1%
T20bowling_4_WKTS
MISSING:
---
TOP CATEGORIES

0
5,531
96%
1
187
3%
2
40
<1%
3
11
<1%
4
3
<1%
5
1
<1%
ALL
5,773
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
T20bowling_4_WKTS
PROVIDES INFORMATION ON...

Testbowling_bestbowlingInnings
1.00
Testbowling_bestbowlingMatch
1.00
ODIbowling_bestbowling
1.00
T20bowlin_bestbowling
1.00
T20bowling_5_WKTS
0.18
T20bowling_MAIDENS
0.12
T20batting_Hundereds
0.01

THESE FEATURES
GIVE INFORMATION
ON T20bowling_4_WKTS:

T20bowling_MAIDENS
0.20
T20bowling_5_WKTS
0.06
T20batting_Hundereds
0.00
Testbowling_bestbowlingInnings
-0.00
Testbowling_bestbowlingMatch
-0.00
ODIbowling_bestbowling
-0.00
T20bowlin_bestbowling
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
T20bowling_4_WKTS
CORRELATION RATIO WITH...

T20bowling_WICKETS
0.69
T20bowling_OVERS
0.63
T20bowling_RUNS_given
0.61
T20bowling_Innings
0.60
T20batting_Matches
0.40
T20bowling_Matches
0.40
T20batting_Notouts
0.37
T20batting_Ducks
0.28
ODIbowling_wickets
0.28
ODIbowling_Runs_given
0.28
T20batting_Innings
0.27
ODIbowling_5_wickets
0.27
ODIbowling_balls
0.26
ODIbowling_Innings
0.25
T20bowling_5_WKTS
MISSING:
---
TOP CATEGORIES

0
5,704
99%
1
61
1%
2
8
<1%
ALL
5,773
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
T20bowling_5_WKTS
PROVIDES INFORMATION ON...

Testbowling_bestbowlingInnings
1.00
Testbowling_bestbowlingMatch
1.00
ODIbowling_bestbowling
1.00
T20bowlin_bestbowling
1.00
T20bowling_4_WKTS
0.06
T20bowling_MAIDENS
0.03
T20batting_Hundereds
0.00

THESE FEATURES
GIVE INFORMATION
ON T20bowling_5_WKTS:

T20bowling_4_WKTS
0.18
T20bowling_MAIDENS
0.17
T20batting_Hundereds
0.00
Testbowling_bestbowlingInnings
0.00
Testbowling_bestbowlingMatch
0.00
ODIbowling_bestbowling
0.00
T20bowlin_bestbowling
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
T20bowling_5_WKTS
CORRELATION RATIO WITH...

T20bowling_WICKETS
0.41
T20bowling_OVERS
0.35
T20bowling_RUNS_given
0.33
T20bowling_Innings
0.33
T20batting_Matches
0.21
T20bowling_Matches
0.21
ODIbowling_5_wickets
0.18
T20batting_Notouts
0.18
T20batting_Ducks
0.17
ODIbowling_4_wickets
0.17
ODIbowling_wickets
0.15
ODIbowling_Runs_given
0.14
T20batting_Strikerate
0.13
ODIbowling_balls
0.13